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Giacomo 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]