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2020 – today
- 2023
[c123]Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. NER 2023: 1-4- [i69]Elisa Donati
, Simone Benatti, Enea Ceolini, Giacomo Indiveri:
Long-term stable Electromyography classification using Canonical Correlation Analysis. CoRR abs/2301.09729 (2023) - [i68]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 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) - [i67]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) - 2022
- [j54]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) - [c122]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 - [c121]Hajar Asgari, Nicoletta Risi, Giacomo Indiveri:
FPGA Implementation of An Event-driven Saliency-based Selective Attention Model. BioCAS 2022: 307-311 - [c120]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 - [c119]Stefan Gerber, Marc Steiner, Maryada, Giacomo Indiveri, Elisa Donati:
Neuromorphic implementation of ECG anomaly detection using delay chains. BioCAS 2022: 369-373 - [c118]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 - [c117]Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, A. 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 - [c116]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 - [c115]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 - [c114]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 - [c113]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 - [c112]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, A. 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) - [c111]Nik Dennler, Germain Haessig, Matteo Cartiglia, Giacomo Indiveri:
Online Detection of Vibration Anomalies Using Balanced Spiking Neural Networks. AICAS 2021: 1-4 - [c110]Elisa Donati, Giacomo Indiveri:
Silicon neuron with programmable ion channel kinematics for bioelectronic applications. BioCAS 2021: 1-5 - [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 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 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 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 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]