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ORCIDGiacomo Indiveri
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- affiliation: ETH Zurich, Institute of Neuroinformatics, Switzerland
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2020 – today
- 2024
[j67]Zhe Su
, Simone Ramini, Demetra Coffen Marcolin, Alessandro Veronesi, Milos Krstic, Giacomo Indiveri, Davide Bertozzi, Steven M. Nowick:
An Ultra-Low Cost and Multicast-Enabled Asynchronous NoC for Neuromorphic Edge Computing. IEEE J. Emerg. Sel. Topics Circuits Syst. 14(3): 409-424 (2024)- [j66]Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady:
Neuromorphic visual scene understanding with resonator networks. Nat. Mac. Intell. 6(6): 641-652 (2024) - [j65]Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya:
Visual odometry with neuromorphic resonator networks. Nat. Mac. Intell. 6(6): 653-663 (2024) - [j64]Ole Richter, Chenxi Wu, Adrian M. Whatley, German Köstinger, Carsten Nielsen, Ning Qiao, Giacomo Indiveri:
DYNAP-SE2: a scalable multi-core dynamic neuromorphic asynchronous spiking neural network processor. Neuromorph. Comput. Eng. 4(1): 14003 (2024) - [j63]Ian Forbes, Giacomo Indiveri:
Neuromorphic computing and engineering's coming of age. Neuromorph. Comput. Eng. 4(3): 30202 (2024) - [j62]Ana Lebanov, Mauricio Velazquez Lopez, Florian De Roose, Nikolas P. Papadopoulos, Giacomo Indiveri, Arianna Rubino, Melika Payvand, Steve Smout, Myriam Willegems, Francky Catthoor, Jan Genoe, Paul Heremans, Kris Myny:
Flexible Unipolar IGZO Transistor-Based Integrate and Fire Neurons for Spiking Neuromorphic Applications. IEEE Trans. Biomed. Circuits Syst. 18(1): 200-214 (2024) - [j61]Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand:
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. IEEE Trans. Circuits Syst. II Express Briefs 71(3): 1576-1580 (2024) - [c137]Alessio Carpegna, Chiara De Luca, Federico Emanuele Pozzi, Alessandro Savino, Stefano Di Carlo, Giacomo Indiveri, Elisa Donati:
Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection. BioCAS 2024: 1-5 - [c136]Olympia Gallou, Jim Bartels, Saptarshi Ghosh, Kaspar Schindler, Johannes Sarnthein, Giacomo Indiveri:
Online Epileptic Seizure Detection in Long-term iEEG Recordings Using Mixed-signal Neuromorphic Circuits. BioCAS 2024: 1-5 - [c135]Farah Baracat, Marcello Zanghieri, Luca Benini, Dario Farina, Giacomo Indiveri, Simone Benatti, Elisa Donati:
Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression. EMBC 2024: 1-4 - [c134]Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner:
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons. ICONS 2024: 376-380 - [i88]Madison Cotteret, Hugh Greatorex, Alpha Renner, Junren Chen, Emre Neftci, Huaqiang Wu, Giacomo Indiveri, Martin Ziegler, Elisabetta Chicca:
Distributed Representations Enable Robust Multi-Timescale Computation in Neuromorphic Hardware. CoRR abs/2405.01305 (2024) - [i87]Alejandro Linares-Barranco, Luciano Prono, Robert Legenstein, Giacomo Indiveri, Charlotte Frenkel:
Adaptive Robotic Arm Control with a Spiking Recurrent Neural Network on a Digital Accelerator. CoRR abs/2405.12849 (2024) - [i86]Lars Graf, Zhe Su, Giacomo Indiveri:
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks. CoRR abs/2405.13976 (2024) - [i85]Ingo Blakowski, Dmitrii Zendrikov, Cristiano Capone, Giacomo Indiveri:
Neuromorphic dreaming: A pathway to efficient learning in artificial agents. CoRR abs/2405.15616 (2024) - [i84]Gauthier Boeshertz, Giacomo Indiveri, Manu V. Nair, Alpha Renner:
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons. CoRR abs/2407.13534 (2024) - [i83]Alessio Carpegna, Chiara De Luca, Federico Emanuele Pozzi, Alessandro Savino, Stefano Di Carlo, Giacomo Indiveri, Elisa Donati:
Neuromorphic Heart Rate Monitors: Neural State Machines for Monotonic Change Detection. CoRR abs/2409.02618 (2024) - [i82]Fernando M. Quintana, Maryada, Pedro L. Galindo, Elisa Donati, Giacomo Indiveri, Fernando Perez-Peña:
A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures. CoRR abs/2409.14918 (2024) - [i81]Agnese Grison, Jaime Ibáñez Pereda, Silvia Muceli, Aritra Kundu, Farah Baracat, Giacomo Indiveri, Elisa Donati, Dario Farina:
Intramuscular High-Density Micro-Electrode Arrays Enable High-Precision Decoding and Mapping of Spinal Motor Neurons to Reveal Hand Control. CoRR abs/2410.11016 (2024) - [i80]Hugh Greatorex, Ole Richter, Michele Mastella, Madison Cotteret, Philipp Klein, Maxime Fabre, Arianna Rubino, Willian Soares Girão, Junren Chen, Martin Ziegler, Laura Bégon-Lours, Giacomo Indiveri, Elisabetta Chicca:
TEXEL: A neuromorphic processor with on-chip learning for beyond-CMOS device integration. CoRR abs/2410.15854 (2024) - [i79]Tommaso Boccato, Dmitrii Zendrikov, Nicola Toschi, Giacomo Indiveri:
Genetic Motifs as a Blueprint for Mismatch-Tolerant Neuromorphic Computing. CoRR abs/2410.19403 (2024) - [i78]Junren Chen, Giacomo Indiveri:
Scaling Effects of Transistor Leakage Current and IR Drop on 1T1R Memory Arrays. CoRR abs/2410.20560 (2024) - [i77]Zhe Su, Aron Bencsik, Giacomo Indiveri, Davide Bertozzi:
An Efficient Multicast Addressing Encoding Scheme for Multi-Core Neuromorphic Processors. CoRR abs/2411.11545 (2024) - 2023
- [j60]Dmitrii Zendrikov, Sergio M. G. Solinas, Giacomo Indiveri:
Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems. Neuromorph. Comput. Eng. 3(3): 34002 (2023) - [j59]Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca:
Spike-based local synaptic plasticity: a survey of computational models and neuromorphic circuits. Neuromorph. Comput. Eng. 3(4): 42001 (2023) - [j58]Charlotte Frenkel, David Bol, Giacomo Indiveri:
Bottom-Up and Top-Down Approaches for the Design of Neuromorphic Processing Systems: Tradeoffs and Synergies Between Natural and Artificial Intelligence. Proc. IEEE 111(6): 623-652 (2023) - [j57]Chao Han, Gwendolyn English, Hannes P. Saal, Giacomo Indiveri, Aditya Gilra, Wolfger von der Behrens, Eleni Vasilaki:
Modelling novelty detection in the thalamocortical loop. PLoS Comput. Biol. 19(5) (2023) - [c133]Arianna Rubino, Matteo Cartiglia, Melika Payvand, Giacomo Indiveri:
Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks. AICAS 2023: 1-5 - [c132]Carsten Nielsen, Zhe Su, Giacomo Indiveri:
Yak: An Asynchronous Bundled Data Pipeline Description Language. ASYNC 2023: 34-41 - [c131]Zhe Su, Hyunjung Hwang, Tristan Torchet, Giacomo Indiveri:
Core Interface Optimization for Multi-core Neuromorphic Processors. ASYNC 2023: 89-98 - [c130]Shyam Narayanan, Matteo Cartiglia, Arianna Rubino, Charles Lego, Charlotte Frenkel, Giacomo Indiveri:
SPAIC: A sub-μW/Channel, 16-Channel General-Purpose Event-Based Analog Front-End with Dual-Mode Encoders. BioCAS 2023: 1-5 - [c129]Rachel Sava, Elisa Donati, Giacomo Indiveri:
Feed-forward and recurrent inhibition for compressing and classifying high dynamic range biosignals in spiking neural network architectures. BioCAS 2023: 1-5 - [c128]Olivier Maher, Nele Harnack, Giacomo Indiveri, Marilyne Sousa, Bernd Gotsmann, Siegfried F. Karg:
Solving optimization tasks power-efficiently exploiting VO2's phase-change properties with Oscillating Neural Networks. DRC 2023: 1-2 - [c127]Melika Payvand, Simone D'Agostino, Filippo Moro, Yigit Demirag, Giacomo Indiveri, Elisa Vianello:
Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. ICONS 2023: 27:1-27:4 - [c126]Chiara Boretti, Luciano Prono, Charlotte Frenkel, Giacomo Indiveri, Fabio Pareschi, Mauro Mangia, Riccardo Rovatti, Gianluca Setti:
Event-based Classification with Recurrent Spiking Neural Networks on Low-end Micro-Controller Units. ISCAS 2023: 1-5 - [c125]Mohammadali Sharifshazileh, Giacomo Indiveri:
An Adaptive Event-based Data Converter for Always-on Biomedical Applications at the Edge. ISCAS 2023: 1-5 - [c124]Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. NER 2023: 1-4 - [i76]Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-term stable Electromyography classification using Canonical Correlation Analysis. CoRR abs/2301.09729 (2023) - [i75]Jason Yik, Soikat Hasan Ahmed, Zergham Ahmed, Brian Anderson, Andreas G. Andreou, Chiara Bartolozzi, Arindam Basu, Douwe den Blanken, Petrut Bogdan, Sander M. Bohté, Younes Bouhadjar, Sonia M. Buckley, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi:
NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR abs/2304.04640 (2023) - [i74]Melika Payvand, Simone D'Agostino, Filippo Moro, Yigit Demirag, Giacomo Indiveri, Elisa Vianello:
Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. CoRR abs/2305.06941 (2023) - [i73]Arianna Rubino, Matteo Cartiglia, Melika Payvand, Giacomo Indiveri:
Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks. CoRR abs/2307.06084 (2023) - [i72]Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand:
Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. CoRR abs/2307.08116 (2023) - [i71]Zhe Su, Hyunjung Hwang, Tristan Torchet, Giacomo Indiveri:
Core interface optimization for multi-core neuromorphic processors. CoRR abs/2308.04171 (2023) - [i70]Carsten Nielsen, Zhe Su, Giacomo Indiveri:
Yak: An Asynchronous Bundled Data Pipeline Description Language. CoRR abs/2308.04189 (2023) - [i69]Shyam Narayanan, Matteo Cartiglia, Arianna Rubino, Charles Lego, Charlotte Frenkel, Giacomo Indiveri:
SPAIC: A sub-μW/Channel, 16-Channel General-Purpose Event-Based Analog Front-End with Dual-Mode Encoders. CoRR abs/2309.03221 (2023) - [i68]Ole Richter, Chenxi Wu, Adrian M. Whatley, German Köstinger, Carsten Nielsen, Ning Qiao, Giacomo Indiveri:
DYNAP-SE2: a scalable multi-core dynamic neuromorphic asynchronous spiking neural network processor. CoRR abs/2310.00564 (2023) - [i67]Simone D'Agostino, Filippo Moro, Tristan Torchet, Yigit Demirag, Laurent Grenouillet, Giacomo Indiveri, Elisa Vianello, Melika Payvand:
DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays. CoRR abs/2312.08960 (2023) - 2022
- [j56]Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2(2): 22501 (2022) - [j55]Mohammad Javad Mirshojaeian Hosseini, Yi Yang, Aidan J. Prendergast, Elisa Donati, Miad Faezipour, Giacomo Indiveri, Robert A. Nawrocki:
An organic synaptic circuit: toward flexible and biocompatible organic neuromorphic processing. Neuromorph. Comput. Eng. 2(2): 34009 (2022) - [j54]Qing Wan, Changjin Wan, Huaqiang Wu, Yuchao Yang, Xiaohe Huang, Peng Zhou, Lin Chen, Tian-Yu Wang, Yi Li, Kanhao Xue, Yu-Hui He, Xiangshui Miao, Xi Li, Chenchen Xie, Houpeng Chen, Zhitang Song, Hong Wang, Yue Hao, Junyao Zhang, Jia Huang, Zheng Yu Ren, Li Qiang Zhu, Jianyu Du, Chen Ge, Yang Liu, Guanglong Ding, Ye Zhou, Su-Ting Han, Guosheng Wang, Xiao Yu, Bing Chen, Zhufei Chu, Lunyao Wang, Yinshui Xia, Chen Mu, Feng Lin, Chixiao Chen, Bojun Cheng, Yannan Xing, Weitao Zeng, Hong Chen, Lei Yu, Giacomo Indiveri, Ning Qiao:
2022 roadmap on neuromorphic devices and applications research in China. Neuromorph. Comput. Eng. 2(4): 42501 (2022) - [c123]Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi:
Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. AICAS 2022: 218-221 - [c122]Hajar Asgari, Nicoletta Risi, Giacomo Indiveri:
FPGA Implementation of An Event-driven Saliency-based Selective Attention Model. BioCAS 2022: 307-311 - [c121]Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley, Giacomo Indiveri:
Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors. BioCAS 2022: 364-368 - [c120]Stefan Gerber, Marc Steiner, Maryada, Giacomo Indiveri, Elisa Donati:
Neuromorphic implementation of ECG anomaly detection using delay chains. BioCAS 2022: 369-373 - [c119]Junren Chen, Chenxi Wu, Giacomo Indiveri, Melika Payvand:
Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement. ICECS 2022 2022: 1-4 - [c118]Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello:
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. ISCAS 2022: 380-383 - [c117]Matteo Cartiglia, Arianna Rubino, Shyam Narayanan, Charlotte Frenkel, Germain Haessig, Giacomo Indiveri, Melika Payvand:
Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems. ISCAS 2022: 476-480 - [c116]Shyam Narayanan, Erika Covi, Viktor Havel, Charlotte Frenkel, Suzanne Lancaster, Quang T. Duong, Stefan Slesazeck, Thomas Mikolajick, Melika Payvand, Giacomo Indiveri:
A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices. ISCAS 2022: 717-721 - [c115]Alejandro Linares-Barranco, Enrique Piñero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Maryada, Chenxi Wu, Jingyue Zhao, Dmitrii Zendrikov, Giacomo Indiveri:
Towards hardware Implementation of WTA for CPG-based control of a Spiking Robotic Arm. ISCAS 2022: 1057-1061 - [c114]Charlotte Frenkel, Giacomo Indiveri:
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales. ISSCC 2022: 1-3 - [c113]Renate Krause, Matthew Cook, Sepp Kollmorgen, Valerio Mante, Giacomo Indiveri:
Operative dimensions in unconstrained connectivity of recurrent neural networks. NeurIPS 2022 - [i66]Matteo Cartiglia, Arianna Rubino, Shyam Narayanan, Charlotte Frenkel, Germain Haessig, Giacomo Indiveri, Melika Payvand:
Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems. CoRR abs/2201.10409 (2022) - [i65]Shyam Narayanan, Erika Covi, Viktor Havel, Charlotte Frenkel, Suzanne Lancaster, Quang T. Duong, Stefan Slesazeck, Thomas Mikolajick, Melika Payvand, Giacomo Indiveri:
A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices. CoRR abs/2202.04049 (2022) - [i64]Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello:
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. CoRR abs/2202.05094 (2022) - [i63]Alejandro Linares-Barranco, Enrique Piñero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Maryada, Chenxi Wu, Jingyue Zhao, Dmitrii Zendrikov, Giacomo Indiveri:
Towards hardware Implementation of WTA for CPG-based control of a Spiking Robotic Arm. CoRR abs/2202.07064 (2022) - [i62]Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley, Giacomo Indiveri:
A hardware-software co-design approach to minimize the use of memory resources in multi-core neuromorphic processors. CoRR abs/2203.00655 (2022) - [i61]Mohammad Javad Mirshojaeian Hosseini, Elisa Donati, Giacomo Indiveri, Robert A. Nawrocki:
Organic log-domain integrator synapse. CoRR abs/2203.12552 (2022) - [i60]Charlotte Frenkel, Giacomo Indiveri:
ReckOn: A 28nm Sub-mm2 Task-Agnostic Spiking Recurrent Neural Network Processor Enabling On-Chip Learning over Second-Long Timescales. CoRR abs/2208.09759 (2022) - [i59]Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Bruno A. Olshausen, Yulia Sandamirskaya, Friedrich T. Sommer, Edward Paxon Frady:
Neuromorphic Visual Scene Understanding with Resonator Networks. CoRR abs/2208.12880 (2022) - [i58]Vanessa R. C. Leite, Zhe Su, Adrian M. Whatley, Giacomo Indiveri:
Cortical-inspired placement and routing: minimizing the memory resources in multi-core neuromorphic processors. CoRR abs/2208.13587 (2022) - [i57]Alpha Renner, Lazar Supic, Andreea Danielescu, Giacomo Indiveri, Edward Paxon Frady, Friedrich T. Sommer, Yulia Sandamirskaya:
Neuromorphic Visual Odometry with Resonator Networks. CoRR abs/2209.02000 (2022) - [i56]Lyes Khacef, Philipp Klein, Matteo Cartiglia, Arianna Rubino, Giacomo Indiveri, Elisabetta Chicca:
Spike-based local synaptic plasticity: A survey of computational models and neuromorphic circuits. CoRR abs/2209.15536 (2022) - 2021
- [j53]Giacomo Indiveri:
Introducing 'Neuromorphic Computing and Engineering'. Neuromorph. Comput. Eng. 1(1): 10401 (2021) - [j52]Anna-Maria Jürgensen, Afshin Khalili, Elisabetta Chicca, Giacomo Indiveri, Martin Paul Nawrot:
A neuromorphic model of olfactory processing and sparse coding in the Drosophila larva brain. Neuromorph. Comput. Eng. 1(2): 24008 (2021) - [j51]Arianna Rubino, Can Livanelioglu, Ning Qiao, Melika Payvand, Giacomo Indiveri:
Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence. IEEE Trans. Circuits Syst. I Regul. Pap. 68(1): 45-56 (2021) - [c112]Nik Dennler, Germain Haessig, Matteo Cartiglia, Giacomo Indiveri:
Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks. AICAS 2021: 1-4 - [c111]Elisa Donati, Giacomo Indiveri:
Silicon neuron with programmable ion channel kinematics for bioelectronic applications. BioCAS 2021: 1-5 - [c110]Ping Ma, X. Z. Zhang, Bertold I. Bitachon, Wolfgang Heni, Patrick Habegger, Andreas Messner, David Moor, Alexandros Emboras, Delwin L. Elder, Larry R. Dalton, T. Greber, Giacomo Indiveri, Juerg Leuthold:
Plasmonic Graphene Organic Hybrid Phase Modulator with 10 µm Length, >70 GHz Bandwidth and 4.5 dB Insertion Loss. ECOC 2021: 1-4 - [c109]Julian Büchel, Jonathan Kakon, Michel Perez, Giacomo Indiveri:
Implementing Efficient Balanced Networks with Mixed-Signal Spike-Based Learning Circuits. ISCAS 2021: 1-5 - [c108]Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand:
PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. ISCAS 2021: 1-5 - [c107]Nicoletta Risi, Enrico Calabrese, Giacomo Indiveri:
Instantaneous Stereo Depth Estimation of Real-World Stimuli with a Neuromorphic Stereo-Vision Setup. ISCAS 2021: 1-5 - [c106]Elisa Donati, Renate Krause, Giacomo Indiveri:
Neuromorphic Pattern Generation Circuits for Bioelectronic Medicine. NER 2021: 1117-1120 - [i55]Julian Büchel, Dmitrii Zendrikov, Sergio M. G. Solinas, Giacomo Indiveri, Dylan R. Muir:
Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors. CoRR abs/2102.06408 (2021) - [i54]Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand:
PCM-trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. CoRR abs/2102.07260 (2021) - [i53]Elisa Donati, Renate Krause, Giacomo Indiveri:
Neuromorphic Pattern Generation Circuits for Bioelectronic Medicine. CoRR abs/2102.09630 (2021) - [i52]Herbert Jaeger, Dirk Doorakkers, Celestine Lawrence, Giacomo Indiveri:
Dimensions of Timescales in Neuromorphic Computing Systems. CoRR abs/2102.10648 (2021) - [i51]Renate Krause, Joanne J. A. van Bavel, Chenxi Wu, Marc A. Vos, Alain Nogaret, Giacomo Indiveri:
Robust neuromorphic coupled oscillators for adaptive pacemakers. CoRR abs/2104.01638 (2021) - [i50]Nicoletta Risi, Enrico Calabrese, Giacomo Indiveri:
Instantaneous Stereo Depth Estimation of Real-World Stimuli with a Neuromorphic Stereo-Vision Setup. CoRR abs/2104.02541 (2021) - [i49]Matteo Cartiglia, Germain Haessig, Giacomo Indiveri:
An error-propagation spiking neural network compatible with neuromorphic processors. CoRR abs/2104.05241 (2021) - [i48]Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou:
Learning in Deep Neural Networks Using a Biologically Inspired Optimizer. CoRR abs/2104.11604 (2021) - [i47]Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2021 Roadmap on Neuromorphic Computing and Engineering. CoRR abs/2105.05956 (2021) - [i46]Nik Dennler, Germain Haessig, Matteo Cartiglia, Giacomo Indiveri:
Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks. CoRR abs/2106.00687 (2021) - [i45]Charlotte Frenkel, David Bol, Giacomo Indiveri:
Bottom-Up and Top-Down Neural Processing Systems Design: Neuromorphic Intelligence as the Convergence of Natural and Artificial Intelligence. CoRR abs/2106.01288 (2021) - [i44]Giacomo Indiveri:
Introducing "Neuromorphic Computing and Engineering". CoRR abs/2106.01329 (2021) - [i43]Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri:
Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses. CoRR abs/2108.01804 (2021) - [i42]Giacomo Indiveri:
NeuroAgents - Autonomous Intelligent Agents that Interact with the Environment in Real Time. ERCIM News 2021(125) (2021) - [i41]Melika Payvand, Elisa Donati, Giacomo Indiveri:
NEUROTECH - A European Community of Experts on Neuromorphic Technologies. ERCIM News 2021(125) (2021) - 2020
- [j50]Jingyue Zhao, Nicoletta Risi, Marco Monforte, Chiara Bartolozzi, Giacomo Indiveri, Elisa Donati:
Closed-Loop Spiking Control on a Neuromorphic Processor Implemented on the iCub. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 546-556 (2020) - [j49]Yongqiang Ma, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri, Elisa Donati:
EMG-Based Gestures Classification Using a Mixed-Signal Neuromorphic Processing System. IEEE J. Emerg. Sel. Topics Circuits Syst. 10(4): 578-587 (2020) - [j48]Nicoletta Risi, Alessandro Aimar, Elisa Donati, Sergio M. G. Solinas, Giacomo Indiveri:
A Spike-Based Neuromorphic Architecture of Stereo Vision. Frontiers Neurorobotics 14: 568283 (2020) - [j47]Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri:
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. 14(6): 1138-1159 (2020) - [j46]Llewyn Salt, David Howard, Giacomo Indiveri, Yulia Sandamirskaya:
Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance Targeting Neuromorphic Processors. IEEE Trans. Neural Networks Learn. Syst. 31(9): 3305-3318 (2020) - [j45]Adarsha Balaji, Francky Catthoor, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma:
Mapping Spiking Neural Networks to Neuromorphic Hardware. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 76-86 (2020) - [c105]Yongqiang Ma, Elisa Donati, Badong Chen, Pengju Ren, Nanning Zheng, Giacomo Indiveri:
Neuromorphic Implementation of a Recurrent Neural Network for EMG Classification. AICAS 2020: 69-73 - [c104]Matteo Cartiglia, Germain Haessig, Giacomo Indiveri:
An error-propagation spiking neural network compatible with neuromorphic processors. AICAS 2020: 84-88 - [c103]Jingyue Zhao, Elisa Donati, Giacomo Indiveri:
Neuromorphic Implementation of Spiking Relational Neural Network for Motor Control. AICAS 2020: 89-93 - [c102]Valentina Baruzzi, Giacomo Indiveri, Silvio P. Sabatini:
Emergence of Gabor-Like Receptive Fields in a Recurrent Network of Mixed-Signal Silicon Neurons. ISCAS 2020: 1-5 - [c101]Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya:
Visual Pattern Recognition with on On-Chip Learning: Towards a Fully Neuromorphic Approach. ISCAS 2020: 1-5 - [c100]Melika Payvand, Yigit Demirag, Thomas Dalgaty, Elisa Vianello, Giacomo Indiveri:
Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning. ISCAS 2020: 1-5 - [c99]Simone Testa, Giacomo Indiveri, Silvio P. Sabatini:
A Bio-Inspired Neuromorphic Active Vision System Based on Fixational Eye Movements. ISCAS 2020: 1-5 - [c98]Valentina Baruzzi, Giacomo Indiveri, Silvio P. Sabatini:
Compact Early Vision Signal Analyzers in Neuromorphic Technology. VISIGRAPP (4: VISAPP) 2020: 530-537 - [c97]Simone Testa, Giacomo Indiveri, Silvio P. Sabatini:
Dynamic Detectors of Oriented Spatial Contrast from Isotropic Fixational Eye Movements. VISIGRAPP (5: VISAPP) 2020: 674-681 - [i40]Arianna Rubino, Can Livanelioglu, Ning Qiao, Melika Payvand, Giacomo Indiveri:
Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence. CoRR abs/2006.14270 (2020) - [i39]Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri:
Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. CoRR abs/2007.05657 (2020) - [i38]Sandro Baumgartner, Alpha Renner, Raphaela Kreiser, Dongchen Liang, Giacomo Indiveri, Yulia Sandamirskaya:
Visual Pattern Recognition with on On-chip Learning: towards a Fully Neuromorphic Approach. CoRR abs/2008.03470 (2020) - [i37]Jingyue Zhao, Nicoletta Risi, Marco Monforte, Chiara Bartolozzi, Giacomo Indiveri, Elisa Donati:
Closed-loop spiking control on a neuromorphic processor implemented on the iCub. CoRR abs/2009.09081 (2020) - [i36]Mohammadali Sharifshazileh, Karla Burelo, Johannes Sarnthein, Giacomo Indiveri:
An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEG. CoRR abs/2009.11245 (2020) - [i35]Julian Büchel, Jonathan Kakon, Michel Perez, Giacomo Indiveri:
Implementing efficient balanced networks with mixed-signal spike-based learning circuits. CoRR abs/2010.14353 (2020) - [i34]Karla Burelo, Mohammadali Sharifshazileh, Niklaus Krayenbühl, Georgia Ramantani, Giacomo Indiveri, Johannes Sarnthein:
A Spiking Neural Network (SNN) for detecting High Frequency Oscillations (HFOs) in the intraoperative ECoG. CoRR abs/2011.08783 (2020)
2010 – 2019
- 2019
- [j44]Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri:
Neural State Machines for Robust Learning and Control of Neuromorphic Agents. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(4): 679-689 (2019) - [j43]Giacomo Indiveri, Yulia Sandamirskaya:
The Importance of Space and Time for Signal Processing in Neuromorphic Agents: The Challenge of Developing Low-Power, Autonomous Agents That Interact With the Environment. IEEE Signal Process. Mag. 36(6): 16-28 (2019) - [j42]Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Giacomo Indiveri:
Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network. IEEE Trans. Biomed. Circuits Syst. 13(5): 795-803 (2019) - [j41]Felix Christian Bauer, Dylan Richard Muir, Giacomo Indiveri:
Real-Time Ultra-Low Power ECG Anomaly Detection Using an Event-Driven Neuromorphic Processor. IEEE Trans. Biomed. Circuits Syst. 13(6): 1575-1582 (2019) - [j40]Dongchen Liang, Giacomo Indiveri:
A Neuromorphic Computational Primitive for Robust Context-Dependent Decision Making and Context-Dependent Stochastic Computation. IEEE Trans. Circuits Syst. II Express Briefs 66-II(5): 843-847 (2019) - [c96]Dongchen Liang, Raphaela Kreiser, Carsten Nielsen, Ning Qiao, Yulia Sandamirskaya, Giacomo Indiveri:
Robust Learning and Recognition of Visual Patterns in Neuromorphic Electronic Agents. AICAS 2019: 71-75 - [c95]Qian Liu, Ole Richter, Carsten Nielsen, Sadique Sheik, Giacomo Indiveri, Ning Qiao:
Live Demonstration: Face Recognition on an Ultra-Low Power Event-Driven Convolutional Neural Network ASIC. CVPR Workshops 2019: 1680-1681 - [c94]Mohammadali Sharifshazileh, Karla Burelo, Tommaso Fedele, Johannes Sarnthein, Giacomo Indiveri:
A Neuromorphic Device for Detecting High-Frequency Oscillations in Human iEEG. ICECS 2019: 69-72 - [c93]Arianna Rubino, Melika Payvand, Giacomo Indiveri:
Ultra-Low Power Silicon Neuron Circuit for Extreme-Edge Neuromorphic Intelligence. ICECS 2019: 458-461 - [c92]Federico Corradi, Sandeep Pande, Jan Stuijt, Ning Qiao, Siebren Schaafsma, Giacomo Indiveri, Francky Catthoor:
ECG-based Heartbeat Classification in Neuromorphic Hardware. IJCNN 2019: 1-8 - [c91]Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio M. G. Solinas, Giacomo Indiveri:
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. IJCNN 2019: 1-8 - [c90]Thomas Dalgaty, Melika Payvand, Barbara De Salvo, Jerome Casas, Giusy Lama, Etienne Nowak, Giacomo Indiveri, Elisa Vianello:
Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity. ISCAS 2019: 1-5 - [c89]Manu V. Nair, Giacomo Indiveri:
An Ultra-Low Power Sigma-Delta Neuron Circuit. ISCAS 2019: 1-5 - [c88]Melika Payvand, Giacomo Indiveri:
Spike-Based Plasticity Circuits for Always-on On-Line Learning in Neuromorphic Systems. ISCAS 2019: 1-5 - [i33]Manu V. Nair, Giacomo Indiveri:
An ultra-low-power sigma-delta neuron circuit. CoRR abs/1902.07149 (2019) - [i32]Giacomo Indiveri, Yulia Sandamirskaya:
The importance of space and time in neuromorphic cognitive agents. CoRR abs/1902.09791 (2019) - [i31]Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio M. G. Solinas, Giacomo Indiveri:
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. CoRR abs/1903.04341 (2019) - [i30]Manu V. Nair, Giacomo Indiveri:
A neuromorphic boost to RNNs using low pass filters. CoRR abs/1905.10692 (2019) - [i29]Ning Qiao, Giacomo Indiveri:
A clock-less ultra-low power bit-serial LVDS link for Address-Event multi-chip systems. CoRR abs/1908.06532 (2019) - [i28]Ning Qiao, Giacomo Indiveri:
An auto-scaling wide dynamic range current to frequency converter for real-time monitoring of signals in neuromorphic systems. CoRR abs/1908.06545 (2019) - [i27]Ning Qiao, Giacomo Indiveri:
Scaling mixed-signal neuromorphic processors to 28 nm FD-SOI technologies. CoRR abs/1908.07411 (2019) - [i26]Ning Qiao, Giacomo Indiveri, Chiara Bartolozzi:
Automatic gain control of ultra-low leakage synaptic scaling homeostatic plasticity circuits. CoRR abs/1908.07412 (2019) - [i25]Ning Qiao, Giacomo Indiveri:
A bi-directional Address-Event transceiver block for low-latency inter-chip communication in neuromorphic systems. CoRR abs/1908.07413 (2019) - [i24]Ning Qiao, Giacomo Indiveri:
Analog circuits for mixed-signal neuromorphic computing architectures in 28 nm FD-SOI technology. CoRR abs/1908.07874 (2019) - [i23]Adarsha Balaji, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma, Francky Catthoor:
Mapping Spiking Neural Networks to Neuromorphic Hardware. CoRR abs/1909.01843 (2019) - [i22]Llewyn Salt, David Howard, Giacomo Indiveri, Yulia Sandamirskaya:
Parameter Optimization and Learning in a Spiking Neural Network for UAV Obstacle Avoidance targeting Neuromorphic Processors. CoRR abs/1910.07960 (2019) - [i21]Felix Christian Bauer, Dylan Richard Muir, Giacomo Indiveri:
Real-time ultra-low power ECG anomaly detection using an event-driven neuromorphic processor. CoRR abs/1911.05521 (2019) - [i20]Elisabetta Chicca, Giacomo Indiveri:
A recipe for creating ideal hybrid memristive-CMOS neuromorphic computing systems. CoRR abs/1912.05637 (2019) - 2018
- [j39]Saber Moradi, Qiao Ning, Fabio Stefanini, Giacomo Indiveri:
A Scalable Multicore Architecture With Heterogeneous Memory Structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs). IEEE Trans. Biomed. Circuits Syst. 12(1): 106-122 (2018) - [j38]Alex Pappachen James, Khaled N. Salama, Hai Li, Dalibor Biolek, Giacomo Indiveri, Leon O. Chua:
Guest Editorial: Special Issue on Large-Scale Memristive Systems and Neurochips for Computational Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 320-323 (2018) - [c87]Ning Qiao, Giacomo Indiveri:
A Clock-Less Ultra-Low Power Bit-Serial LVDS Link for Address-Event Multi-chip Systems. ASYNC 2018: 93-101 - [c86]Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Giacomo Indiveri, Thomas Dalgaty, Elisa Vianello:
Processing EMG signals using reservoir computing on an event-based neuromorphic system. BioCAS 2018: 1-4 - [c85]Elisa Donati, Fernando Perez-Pefia, Chiara Bartolozzi, Giacomo Indiveri, Elisabetta Chicca:
Open-Loop Neuromorphic Controller Implemented on VLSI Devices. BioRob 2018: 827-832 - [c84]Lorenz K. Müller, Julien N. P. Martel, Giacomo Indiveri:
Kernelized Synaptic Weight Matrices. ICML 2018: 3651-3660 - [c83]Elisa Donati, Kamal J. AbuHassan, Alain Nogaret, Giacomo Indiveri:
Deriving optimal silicon neuron circuit specifications using Data Assimilation. ISCAS 2018: 1-5 - [c82]Melika Payvand, Lorenz K. Müller, Giacomo Indiveri:
Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures. ISCAS 2018: 1-5 - [c81]Ning Qiao, Giacomo Indiveri:
A bi-directional Address-Event transceiver block for low-latency inter-chip communication in neuromorphic systems. ISCAS 2018: 1-5 - [c80]Thomas Dalgaty, Elisa Vianello, Denys Ly, Giacomo Indiveri, Barbara De Salvo, Etienne Nowak, Jerome Casas:
Insect-Inspired Elementary Motion Detection Embracing Resistive Memory and Spiking Neural Networks. Living Machines 2018: 115-128 - [i19]Chetan Singh Thakur, Jamal Molin, Gert Cauwenberghs, Giacomo Indiveri, Kundan Kumar, Ning Qiao, Johannes Schemmel, Runchun Wang, Elisabetta Chicca, Jennifer Olson Hasler, Jae-sun Seo, Shimeng Yu, Yu Cao, André van Schaik, Ralph Etienne-Cummings:
Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the brain. CoRR abs/1805.08932 (2018) - [i18]Melika Payvand, Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri:
A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation. CoRR abs/1807.05128 (2018) - 2017
- [j37]Moritz B. Milde, Hermann Blum, Alexander Dietmüller, Dora Sumislawska, Jörg Conradt, Giacomo Indiveri, Yulia Sandamirskaya:
Obstacle Avoidance and Target Acquisition for Robot Navigation Using a Mixed Signal Analog/Digital Neuromorphic Processing System. Frontiers Neurorobotics 11: 28 (2017) - [j36]Qiao Ning, Chiara Bartolozzi, Giacomo Indiveri:
An Ultralow Leakage Synaptic Scaling Homeostatic Plasticity Circuit With Configurable Time Scales up to 100 ks. IEEE Trans. Biomed. Circuits Syst. 11(6): 1271-1277 (2017) - [c79]Richard George, Giacomo Indiveri, Stefano Vassanelli:
Activity dependent structural plasticity in neuromorphic systems. BioCAS 2017: 1-4 - [c78]Raphaela Kreiser, Timoleon Moraitis, Yulia Sandamirskaya, Giacomo Indiveri:
On-chip unsupervised learning in winner-take-all networks of spiking neurons. BioCAS 2017: 1-4 - [c77]Dongchen Liang, Giacomo Indiveri:
Robust state-dependent computation in neuromorphic electronic systems. BioCAS 2017: 1-4 - [c76]Carsten Nielsen, Ning Qiao, Giacomo Indiveri:
A compact ultra low-power pulse delay and extension circuit for neuromorphic processors. BioCAS 2017: 1-4 - [c75]Charlotte Frenkel, Giacomo Indiveri, Jean-Didier Legat, David Bol:
A fully-synthesized 20-gate digital spike-based synapse with embedded online learning. ISCAS 2017: 1-4 - [c74]Moritz B. Milde, Alexander Dietmüller, Hermann Blum, Giacomo Indiveri, Yulia Sandamirskaya:
Obstacle avoidance and target acquisition in mobile robots equipped with neuromorphic sensory-processing systems. ISCAS 2017: 1-4 - [c73]Lorenz K. Müller, Manu V. Nair, Giacomo Indiveri:
Randomized unregulated step descent for limited precision synaptic elements. ISCAS 2017: 1-4 - [c72]Llewyn Salt, Giacomo Indiveri, Yulia Sandamirskaya:
Obstacle avoidance with LGMD neuron: Towards a neuromorphic UAV implementation. ISCAS 2017: 1-4 - [c71]Hermann Blum, Alexander Dietmüller, Moritz B. Milde, Jörg Conradt, Giacomo Indiveri, Yulia Sandamirskaya:
A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor. Robotics: Science and Systems 2017 - [i17]Llewyn Salt, David Howard, Giacomo Indiveri, Yulia Sandamirskaya:
Differential Evolution and Bayesian Optimisation for Hyper-Parameter Selection in Mixed-Signal Neuromorphic Circuits Applied to UAV Obstacle Avoidance. CoRR abs/1704.04853 (2017) - [i16]Saber Moradi, Qiao Ning, Fabio Stefanini, Giacomo Indiveri:
A scalable multi-core architecture with heterogeneous memory structures for Dynamic Neuromorphic Asynchronous Processors (DYNAPs). CoRR abs/1708.04198 (2017) - [i15]Alexantrou Serb, Andrea Corna, Richard George, Ali Khiat, Federico Rocchi, Marco Reato, Marta Maschietto, Christian Mayr, Giacomo Indiveri, Stefano Vassanelli, Themistoklis Prodromakis:
A geographically distributed bio-hybrid neural network with memristive plasticity. CoRR abs/1709.04179 (2017) - [i14]Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri:
A differential memristive synapse circuit for on-line learning in neuromorphic computing systems. CoRR abs/1709.05484 (2017) - [i13]Qiao Ning, Chiara Bartolozzi, Giacomo Indiveri:
An ultra-low leakage synaptic scaling homeostatic plasticity circuit with configurable time scales up to 100 kilo-seconds. CoRR abs/1709.05633 (2017) - [i12]Moritz B. Milde, Daniel Neil, Alessandro Aimar, Tobi Delbrück, Giacomo Indiveri:
ADaPTION: Toolbox and Benchmark for Training Convolutional Neural Networks with Reduced Numerical Precision Weights and Activation. CoRR abs/1711.04713 (2017) - 2016
- [c70]Ning Qiao, Giacomo Indiveri, Chiara Bartolozzi:
Automatic gain control of ultra-low leakage synaptic scaling homeostatic plasticity circuits. BioCAS 2016: 156-159 - [c69]Ning Qiao, Giacomo Indiveri:
An auto-scaling wide dynamic range current to frequency converter for real-time monitoring of signals in neuromorphic systems. BioCAS 2016: 160-163 - [c68]Ning Qiao, Giacomo Indiveri:
Scaling mixed-signal neuromorphic processors to 28 nm FD-SOI technologies. BioCAS 2016: 552-555 - [c67]Elisa Donati, Giacomo Indiveri, Cesare Stefanini:
A novel spiking CPG-based implementation system to control a lamprey robot. BioRob 2016: 1364 - [c66]Richard George, Giacomo Indiveri:
Tunable device-mismatch effects for stochastic computation in analog/digital neuromorphic computing architectures. ICECS 2016: 77-80 - [c65]Hesham Mostafa, Christian Mayr, Giacomo Indiveri:
Beyond spike-timing dependent plasticity in memristor crossbar arrays. ISCAS 2016: 926-929 - [c64]Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer:
Spiking analog VLSI neuron assemblies as constraint satisfaction problem solvers. ISCAS 2016: 2094-2097 - [c63]Dora Sumislawska, Qiao Ning, Michael Pfeiffer, Giacomo Indiveri:
Wide dynamic range weights and biologically realistic synaptic dynamics for spike-based learning circuits. ISCAS 2016: 2491-2494 - [i11]Jonathan Binas, Daniel Neil, Giacomo Indiveri, Shih-Chii Liu, Michael Pfeiffer:
Precise deep neural network computation on imprecise low-power analog hardware. CoRR abs/1606.07786 (2016) - [i10]Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer:
Deep counter networks for asynchronous event-based processing. CoRR abs/1611.00710 (2016) - [i9]Hongzhi You, Giacomo Indiveri, Dylan Richard Muir:
Surround suppression explained by long-range recruitment of local competition, in a columnar V1 model. CoRR abs/1611.00945 (2016) - 2015
- [j35]Mostafa Rahimi Azghadi, Saber Moradi, Daniel Bernhard Fasnacht, Mehmet Sirin Ozdas, Giacomo Indiveri:
Programmable Spike-Timing-Dependent Plasticity Learning Circuits in Neuromorphic VLSI Architectures. ACM J. Emerg. Technol. Comput. Syst. 12(2): 17:1-17:18 (2015) - [j34]Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri:
Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States. Neural Comput. 27(12): 2510-2547 (2015) - [j33]Giacomo Indiveri, Shih-Chii Liu:
Memory and Information Processing in Neuromorphic Systems. Proc. IEEE 103(8): 1379-1397 (2015) - [j32]Federico Corradi, Giacomo Indiveri:
A Neuromorphic Event-Based Neural Recording System for Smart Brain-Machine-Interfaces. IEEE Trans. Biomed. Circuits Syst. 9(5): 699-709 (2015) - [c62]Richard George, Christian Mayr, Giacomo Indiveri, Stefano Vassanelli:
Event-based softcore processor in a biohybrid setup applied to structural plasticity. EBCCSP 2015: 1-4 - [c61]Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer:
Local structure helps learning optimized automata in recurrent neural networks. IJCNN 2015: 1-7 - [c60]Federico Corradi, Hongzhi You, Massimiliano Giulioni, Giacomo Indiveri:
Decision making and perceptual bistability in spike-based neuromorphic VLSI systems. ISCAS 2015: 2708-2711 - [c59]Fabio Boi, Francesco Diotalevi, Fabio Stefanini, Giacomo Indiveri, Chiara Bartolozzi, Alessandro Vato:
A modular configurable system for closed-loop bidirectional brain-machine interfaces. NER 2015: 198-201 - [p1]Giacomo Indiveri:
Neuromorphic Engineering. Handbook of Computational Intelligence 2015: 715-725 - [i8]Lorenz K. Müller, Giacomo Indiveri:
Rounding Methods for Neural Networks with Low Resolution Synaptic Weights. CoRR abs/1504.05767 (2015) - [i7]Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri:
An event-based architecture for solving constraint satisfaction problems. CoRR abs/1505.01139 (2015) - [i6]Giacomo Indiveri, Shih-Chii Liu:
Memory and information processing in neuromorphic systems. CoRR abs/1506.03264 (2015) - [i5]Radu Berdan, Eleni Vasilaki, Ali Khiat, Giacomo Indiveri, Alexantrou Serb, Themistoklis Prodromakis:
Emulating short-term synaptic dynamics with memristive devices. CoRR abs/1507.02066 (2015) - [i4]Jonathan Binas, Giacomo Indiveri, Michael Pfeiffer:
Spiking Analog VLSI Neuron Assemblies as Constraint Satisfaction Problem Solvers. CoRR abs/1511.00540 (2015) - [i3]Hesham Mostafa, Giacomo Indiveri:
Stochastic Interpretation of Quasi-periodic Event-based Systems. CoRR abs/1512.02930 (2015) - 2014
- [j31]Jonathan Binas, Ueli Rutishauser, Giacomo Indiveri, Michael Pfeiffer:
Learning and stabilization of winner-take-all dynamics through interacting excitatory and inhibitory plasticity. Frontiers Comput. Neurosci. 8: 68 (2014) - [j30]Fabio Stefanini, Emre Neftci, Sadique Sheik, Giacomo Indiveri:
PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems. Frontiers Neuroinformatics 8: 73 (2014) - [j29]Hesham Mostafa, Giacomo Indiveri:
Sequential Activity in Asymmetrically Coupled Winner-Take-All Circuits. Neural Comput. 26(9): 1973-2004 (2014) - [j28]Mostafa Rahimi Azghadi, Nicolangelo Iannella, Said F. Al-Sarawi, Giacomo Indiveri, Derek Abbott:
Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges. Proc. IEEE 102(5): 717-737 (2014) - [j27]Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri:
Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems. Proc. IEEE 102(9): 1367-1388 (2014) - [j26]Saber Moradi, Giacomo Indiveri:
An Event-Based Neural Network Architecture With an Asynchronous Programmable Synaptic Memory. IEEE Trans. Biomed. Circuits Syst. 8(1): 98-107 (2014) - [j25]Federico Corradi, Davide Zambrano, Marco Raglianti, Giovanni Passetti, Cecilia Laschi, Giacomo Indiveri:
Towards a Neuromorphic Vestibular System. IEEE Trans. Biomed. Circuits Syst. 8(5): 669-680 (2014) - [j24]Neeraj K. Mandloi, Giacomo Indiveri, Chiara Bartolozzi:
Compact Analog Temporal Edge Detector Circuit With Programmable Adaptive Threshold for Neuromorphic Vision Sensors. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(11): 3094-3104 (2014) - [c58]Elisa Donati, Federico Corradi, Cesare Stefanini, Giacomo Indiveri:
A spiking implementation of the lamprey's Central Pattern Generator in neuromorphic VLSI. BioCAS 2014: 512-515 - [c57]Neeraj K. Mandloi, Chiara Bartolozzi, Giacomo Indiveri:
Smart motion sensing for autonomous robots. BioCAS 2014: 520-523 - [c56]Federico Corradi, David Bontrager, Giacomo Indiveri:
Toward neuromorphic intelligent brain-machine interfaces: An event-based neural recording and processing system. BioCAS 2014: 584-587 - [c55]Federico Corradi, Chris Eliasmith, Giacomo Indiveri:
Mapping arbitrary mathematical functions and dynamical systems to neuromorphic VLSI circuits for spike-based neural computation. ISCAS 2014: 269-272 - [c54]Hesham Mostafa, Federico Corradi, Fabio Stefanini, Giacomo Indiveri:
A hybrid analog/digital Spike-Timing Dependent Plasticity learning circuit for neuromorphic VLSI multi-neuron architectures. ISCAS 2014: 854-857 - [c53]Giovanni Rovere, Qiao Ning, Chiara Bartolozzi, Giacomo Indiveri:
Ultra low leakage synaptic scaling circuits for implementing homeostatic plasticity in neuromorphic architectures. ISCAS 2014: 2073-2076 - [r1]Giacomo Indiveri, Rodney J. Douglas:
Neuromorphic Cognition. Encyclopedia of Computational Neuroscience 2014 - [i2]Elisabetta Chicca, Fabio Stefanini, Chiara Bartolozzi, Giacomo Indiveri:
Neuromorphic electronic circuits for building autonomous cognitive systems. CoRR abs/1403.6428 (2014) - 2013
- [c52]Giovanni Passetti, Federico Corradi, Marco Raglianti, Davide Zambrano, Cecilia Laschi, Giacomo Indiveri:
Implementation of a neuromorphic vestibular sensor with analog VLSI neurons. BioCAS 2013: 174-177 - [c51]Saber Moradi, Nabil Imam, Rajit Manohar, Giacomo Indiveri:
A memory-efficient routing method for large-scale spiking neural networks. ECCTD 2013: 1-4 - [c50]Hesham Mostafa, Federico Corradi, Marc Osswald, Giacomo Indiveri:
Automated synthesis of asynchronous event-based interfaces for neuromorphic systems. ECCTD 2013: 1-4 - [c49]Nathan Matthew Scott, Nikola K. Kasabov, Giacomo Indiveri:
NeuCube Neuromorphic Framework for Spatio-temporal Brain Data and Its Python Implementation. ICONIP (3) 2013: 78-84 - [c48]Sadique Sheik, Michael Pfeiffer, Fabio Stefanini, Giacomo Indiveri:
Spatio-temporal Spike Pattern Classification in Neuromorphic Systems. Living Machines 2013: 262-273 - [c47]Mostafa Rahimi Azghadi, Saber Moradi, Giacomo Indiveri:
Programmable neuromorphic circuits for spike-based neural dynamics. NEWCAS 2013: 1-4 - [c46]Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri:
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems. NIPS 2013: 719-727 - [i1]Giacomo Indiveri, Bernabé Linares-Barranco, Robert Legenstein, George Deligeorgis, Themistoklis Prodromakis:
Integration of nanoscale memristor synapses in neuromorphic computing architectures. CoRR abs/1302.7007 (2013) - 2012
- [j23]Emre Ozgur Neftci, Bryan A. Toth, Giacomo Indiveri, Henry D. I. Abarbanel:
Dynamic State and Parameter Estimation Applied to Neuromorphic Systems. Neural Comput. 24(7): 1669-1694 (2012) - [c45]Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Function approximation with uncertainty propagation in a VLSI spiking neural network. IJCNN 2012: 1-7 - [c44]Kshitij Dhoble, Nuttapod Nuntalid, Giacomo Indiveri, Nikola K. Kasabov:
Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning. IJCNN 2012: 1-7 - [c43]Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri:
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. IJCNN 2012: 1-6 - [c42]Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Real-time inference in a VLSI spiking neural network. ISCAS 2012: 2425-2428 - [c41]Emre Neftci, Jonathan Binas, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
Systematic Construction of Finite State Automata Using VLSI Spiking Neurons. Living Machines 2012: 382-383 - 2011
- [j22]Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
A Systematic Method for Configuring VLSI Networks of Spiking Neurons. Neural Comput. 23(10): 2457-2497 (2011) - [j21]Robert Mill, Sadique Sheik, Giacomo Indiveri, Susan L. Denham:
A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI. IEEE Trans. Biomed. Circuits Syst. 5(5): 413-419 (2011) - [c40]Daniel Bernhard Fasnacht, Giacomo Indiveri:
A PCI based high-fanout AER mapper with 2 GiB RAM look-up table, 0.8 µs latency and 66MHz output event-rate. CISS 2011: 1-6 - [c39]Daniel Sonnleithner, Giacomo Indiveri:
A neuromorphic saliency-map based active vision system. CISS 2011: 1-6 - [c38]Chiara Bartolozzi, Francesco Rea, Charles Clercq, Michael Hofstätter, Daniel Bernhard Fasnacht, Giacomo Indiveri, Giorgio Metta:
Embedded neuromorphic vision for humanoid robots. CVPR Workshops 2011: 129-135 - [c37]Sadique Sheik, Fabio Stefanini, Emre Neftci, Elisabetta Chicca, Giacomo Indiveri:
Systematic configuration and automatic tuning of neuromorphic systems. ISCAS 2011: 873-876 - [c36]Pamela Abshire, Amine Bermak, Raphael Berner, Gert Cauwenberghs, Shoushun Chen, Jennifer Blain Christen, Timothy G. Constandinou, Eugenio Culurciello, Marc Dandin, Timir Datta, Tobi Delbrück, Piotr Dudek, Amir Eftekhar, Ralph Etienne-Cummings, Giacomo Indiveri, Matthew K. Law, Bernabé Linares-Barranco, Jonathan Tapson, Wei Tang, Yiming Zhai:
Confession session: Learning from others mistakes. ISCAS 2011: 1149-1162 - [c35]Chiara Bartolozzi, Neeraj K. Mandloi, Giacomo Indiveri:
Attentive motion sensor for mobile robotic applications. ISCAS 2011: 2813-2816 - [c34]Giacomo Indiveri, Elisabetta Chicca:
A VLSI neuromorphic device for implementing spike-based neural networks. WIRN 2011: 305-316 - [c33]Chiara Bartolozzi, Charles Clercq, Neeraj K. Mandloi, Francesco Rea, Giacomo Indiveri, Daniel Bernhard Fasnacht, Giorgio Metta, Michael Hofstätter, Ryad Benosman:
eMorph: Towards Neuromorphic Robotic Vision. FET 2011: 163-165 - 2010
- [c32]Srinjoy Mitra, Giacomo Indiveri, Ralph Etienne-Cummings:
Synthesis of log-domain integrators for silicon synapses with global parametric control. ISCAS 2010: 97-100 - [c31]Giacomo Indiveri, Fabio Stefanini, Elisabetta Chicca:
Spike-based learning with a generalized integrate and fire silicon neuron. ISCAS 2010: 1951-1954 - [c30]Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Live demonstration: State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS 2010: 2788 - [c29]Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
State-dependent sensory processing in networks of VLSI spiking neurons. ISCAS 2010: 2789-2792
2000 – 2009
- 2009
- [j20]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
Artificial Cognitive Systems: From VLSI Networks of Spiking Neurons to Neuromorphic Cognition. Cogn. Comput. 1(2): 119-127 (2009) - [j19]Chiara Bartolozzi, Giacomo Indiveri:
Global scaling of synaptic efficacy: Homeostasis in silicon synapses. Neurocomputing 72(4-6): 726-731 (2009) - [j18]Chiara Bartolozzi, Giacomo Indiveri:
Selective Attention in Multi-Chip Address-Event Systems. Sensors 9(7): 5076-5098 (2009) - [j17]Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri:
Real-Time Classification of Complex Patterns Using Spike-Based Learning in Neuromorphic VLSI. IEEE Trans. Biomed. Circuits Syst. 3(1): 32-42 (2009) - [c28]Paolo Livi, Giacomo Indiveri:
A Current-mode Conductance-based Silicon Neuron for Address-event Neuromorphic Systems. ISCAS 2009: 2898-2901 - 2008
- [j16]Giacomo Indiveri, Rodney J. Douglas, Leslie Smith:
Silicon neurons. Scholarpedia 3(3): 1887 (2008) - [c27]Massimiliano Giulioni, Patrick Camilleri, Vittorio Dante, Davide Badoni, Giacomo Indiveri, Jochen Braun, Paolo Del Giudice:
A VLSI network of spiking neurons with plastic fully configurable "stop-learning" synapses. ICECS 2008: 678-681 - [c26]Chiara Bartolozzi, Olga Nikolayeva, Giacomo Indiveri:
Implementing homeostatic plasticity in VLSI networks of spiking neurons. ICECS 2008: 682-685 - [c25]Daniel Bernhard Fasnacht, Adrian M. Whatley, Giacomo Indiveri:
A serial communication infrastructure for multi-chip address event systems. ISCAS 2008: 648-651 - 2007
- [j15]Chiara Bartolozzi, Giacomo Indiveri:
Synaptic Dynamics in Analog VLSI. Neural Comput. 19(10): 2581-2603 (2007) - [j14]Elisabetta Chicca, Adrian M. Whatley, Patrick Lichtsteiner, Vittorio Dante, Tobi Delbrück, Paolo Del Giudice, Rodney J. Douglas, Giacomo Indiveri:
A Multichip Pulse-Based Neuromorphic Infrastructure and Its Application to a Model of Orientation Selectivity. IEEE Trans. Circuits Syst. I Regul. Pap. 54-I(5): 981-993 (2007) - [c24]Patrick Camilleri, Massimiliano Giulioni, Vittorio Dante, Giacomo Badoni, Giacomo Indiveri, Bernd Michaelis, Jochen Braun, Paolo Del Giudice:
A Neuromorphic aVLSI network chip with configurable plastic synapses. HIS 2007: 296-301 - [c23]Giacomo Indiveri, Stefano Fusi:
Spike-based learning in VLSI networks of integrate-and-fire neurons. ISCAS 2007: 3371-3374 - [c22]Srinjoy Mitra, Giacomo Indiveri, Stefano Fusi:
Learning to classify complex patterns using a VLSI network of spiking neurons. NIPS 2007: 1009-1016 - [c21]Emre Neftci, Elisabetta Chicca, Giacomo Indiveri, Jean-Jacques E. Slotine, Rodney J. Douglas:
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons. NIPS 2007: 1073-1080 - 2006
- [j13]Chiara Bartolozzi, Giacomo Indiveri:
Selective attention implemented with dynamic synapses and integrate-and-fire neurons. Neurocomputing 69(16-18): 1971-1976 (2006) - [j12]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity. IEEE Trans. Neural Networks 17(1): 211-221 (2006) - [c20]Elisabetta Chicca, Patrick Lichtsteiner, Tobi Delbrück, Giacomo Indiveri, Rodney J. Douglas:
Modeling orientation selectivity using a neuromorphic multi-chip system. ISCAS 2006 - [c19]Srinjoy Mitra, Stefano Fusi, Giacomo Indiveri:
A VLSI spike-driven dynamic synapse which learns only when necessary. ISCAS 2006 - [c18]Chiara Bartolozzi, Giacomo Indiveri:
A selective attention multi--chip system with dynamic synapses and spiking neurons. NIPS 2006: 113-120 - [c17]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
Context dependent amplification of both rate and event-correlation in a VLSI network of spiking neurons. NIPS 2006: 257-264 - 2005
- [j11]Richard E. Reeve, Barbara Webb, Andrew D. Horchler, Giacomo Indiveri, Roger D. Quinn:
New technologies for testing a model of cricket phonotaxis on an outdoor robot. Robotics Auton. Syst. 51(1): 41-54 (2005) - [c16]Dylan R. Muir, Giacomo Indiveri, Rodney J. Douglas:
Form specifies function: robust spike-based computation in analog VLSI without precise synaptic weights. ISCAS (5) 2005: 5150-5153 - 2004
- [b1]Giacomo Indiveri:
Neuromorphic winner-take-all circuits for selective attention systems. University of Genoa, Italy, 2004 - [j10]Luciana Carota, Giacomo Indiveri, Vittorio Dante:
A software-hardware selective attention system. Neurocomputing 58-60: 647-653 (2004) - [j9]Vlatko Becanovic, Ramin Hosseiny, Giacomo Indiveri:
Robot Soccer using Optical Analog VLSI Sensors. Int. J. Robotics Autom. 19(4) (2004) - [c15]Daniel Ben Dayan Rubin, Elisabetta Chicca, Giacomo Indiveri:
Characterizing the Firing Properties of an Adaptive Analog VLSI Neuron. BioADIT 2004: 189-200 - [c14]Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI reconfigurable network of integrate-and-fire neurons with spike-based learning synapses. ESANN 2004: 405-410 - [c13]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
An event-based VLSI network of integrate-and-fire neurons. ISCAS (5) 2004: 357-60 - [c12]Constanze Hofstoetter, Manuel Gil, Kynan Eng, Giacomo Indiveri, Matti Mintz, Jörg Kramer, Paul F. M. J. Verschure:
The Cerebellum Chip: an Analog VLSI Implementation of a Cerebellar Model of Classical Conditioning. NIPS 2004: 577-584 - [c11]Vlatko Becanovic, Ramin Hosseiny, Giacomo Indiveri:
Object Tracking Using Multiple Neuromorphic Vision Sensors. RoboCup 2004: 426-433 - 2003
- [j8]Bernabé Linares-Barranco, Andreas G. Andreou, Giacomo Indiveri, Tadashi Shibata:
Guest editorial - Special issue on neural networks hardware implementations. IEEE Trans. Neural Networks 14(5): 976-979 (2003) - [c10]Elisabetta Chicca, Giacomo Indiveri, Rodney J. Douglas:
An adaptive silicon synapse. ISCAS (1) 2003: 81-84 - [c9]Giacomo Indiveri:
Neuromorphic selective attention systems. ISCAS (3) 2003: 770-773 - [c8]Giacomo Indiveri:
A low-power adaptive integrate-and-fire neuron circuit. ISCAS (4) 2003: 820-823 - 2002
- [c7]Giacomo Indiveri:
Neuromorphic Bistable VLSI Synapses with Spike-Timing-Dependent Plasticity. NIPS 2002: 1091-1098 - 2001
- [j7]Giacomo Indiveri:
Modeling Selective Attention Using a Neuromorphic Analog VLSI Device. Neural Comput. 12(12): 2857-2880 (2001) - [j6]Shih-Chii Liu, Jörg Kramer, Giacomo Indiveri, Tobi Delbrück, Thomas Burg, Rodney J. Douglas:
Orientation-selective aVLSI spiking neurons. Neural Networks 14(6-7): 629-643 (2001) - [j5]Giacomo Indiveri:
A neuromorphic VLSI device for implementing 2D selective attention systems. IEEE Trans. Neural Networks 12(6): 1455-1463 (2001) - [c6]Shih-Chii Liu, Jörg Kramer, Giacomo Indiveri, Tobi Delbrück, Rodney J. Douglas:
Orientation-Selective aVLSI Spiking Neurons. NIPS 2001: 1107-1114 - [c5]Giacomo Indiveri:
Computation in Neuromorphic Analog VLSI Systems. WIRN 2001: 3-20 - 2000
- [c4]Giacomo Indiveri:
A 2D Neuromorphic VLSI Architecture for Modeling Selective Attention. IJCNN (4) 2000: 208-213
1990 – 1999
- 1997
- [c3]Giacomo Indiveri, Paul F. M. J. Verschure:
Autonomous Vehicle Guidance Using Analog VLSI Neuromorphic Sensors. ICANN 1997: 811-816 - 1996
- [j4]Giacomo Indiveri, Luigi Raffo, Silvio P. Sabatini, Giacomo M. Bisio:
A recurrent neural architecture mimicking cortical preattentive vision systems. Neurocomputing 11(2-4): 155-170 (1996) - [j3]Giacomo Indiveri, Jörg Kramer, Christof Koch:
System implementations of analog VLSI velocity sensors. IEEE Micro 16(5): 40-49 (1996) - [j2]Rahul Sarpeshkar, Jörg Kramer, Giacomo Indiveri, Christof Koch:
Analog VLSI architectures for motion processing: from fundamental limits to system applications. Proc. IEEE 84(7): 969-987 (1996) - 1995
- [j1]Giacomo Indiveri, Luigi Raffo, Silvio P. Sabatini, Giacomo M. Bisio:
A neuromorphic architecture for cortical multilayer integration of early visual tasks. Mach. Vis. Appl. 8(5): 305-314 (1995) - [c2]Giacomo Indiveri, Jörg Kramer, Christof Koch:
Parallel analog VLSI architectures for computation of heading direction and time-to-contact. NIPS 1995: 720-726 - 1993
- [c1]Giacomo M. Bisio, Daniele D. Caviglia, Giacomo Indiveri, Luigi Raffo, Silvio P. Sabatini:
A neural network architectural model of visual cortical cells for texture segregation. ICNN 1993: 755-760
Coauthor Index
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