A million spiking-neuron integrated circuit with a scalable communication network and interface PA Merolla, JV Arthur, R Alvarez-Icaza, AS Cassidy, J Sawada, ... Science 345 (6197), 668-673, 2014 | 4407 | 2014 |
Truenorth: Design and tool flow of a 65 mw 1 million neuron programmable neurosynaptic chip F Akopyan, J Sawada, A Cassidy, R Alvarez-Icaza, J Arthur, P Merolla, ... IEEE transactions on computer-aided design of integrated circuits and …, 2015 | 1696 | 2015 |
Neurogrid: A mixed-analog-digital multichip system for large-scale neural simulations BV Benjamin, P Gao, E McQuinn, S Choudhary, AR Chandrasekaran, ... Proceedings of the IEEE 102 (5), 699-716, 2014 | 1448 | 2014 |
Backpropagation for energy-efficient neuromorphic computing DSM Steve K Esser, Rathinakumar Appuswamy, Paul Merolla, John V Arthur Advances in Neural Information Processing Systems, 1117-1125, 2015 | 1228* | 2015 |
An integrated brain-machine interface platform with thousands of channels EM Neuralink bioarXiv preprint bioRxiv 703801, 2019 | 1032* | 2019 |
A digital neurosynaptic core using embedded crossbar memory with 45pJ per spike in 45nm P Merolla, J Arthur, F Akopyan, N Imam, R Manohar, DS Modha 2011 IEEE custom integrated circuits conference (CICC), 1-4, 2011 | 601 | 2011 |
Cognitive computing building block: A versatile and efficient digital neuron model for neurosynaptic cores AS Cassidy, P Merolla, JV Arthur, SK Esser, B Jackson, R Alvarez-Icaza, ... The 2013 international joint conference on neural networks (IJCNN), 1-10, 2013 | 356 | 2013 |
Cognitive computing systems: Algorithms and applications for networks of neurosynaptic cores SK Esser, A Andreopoulos, R Appuswamy, P Datta, D Barch, A Amir, ... The 2013 International Joint Conference on Neural Networks (IJCNN), 1-10, 2013 | 204 | 2013 |
Building block of a programmable neuromorphic substrate: A digital neurosynaptic core JV Arthur, PA Merolla, F Akopyan, R Alvarez, A Cassidy, S Chandra, ... the 2012 international joint conference on Neural networks (IJCNN), 1-8, 2012 | 199 | 2012 |
Deep neural networks are robust to weight binarization and other non-linear distortions P Merolla, R Appuswamy, J Arthur, SK Esser, D Modha arXiv preprint arXiv:1606.01981, 2016 | 170 | 2016 |
Neuromorphic event-driven neural computing architecture in a scalable neural network F Akopyan, JV Arthur, R Manohar, PA Merolla, DS Modha, A Molnar, ... US Patent 8,909,576, 2014 | 168 | 2014 |
Expandable networks for neuromorphic chips PA Merolla, JV Arthur, BE Shi, KA Boahen IEEE Transactions on Circuits and Systems I: Regular Papers 54 (2), 301-311, 2007 | 159 | 2007 |
Neuromorphic implementation of orientation hypercolumns TYW Choi, PA Merolla, JV Arthur, KA Boahen, BE Shi IEEE Transactions on Circuits and Systems I: Regular Papers 52 (6), 1049-1060, 2005 | 154 | 2005 |
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications J Sawada, F Akopyan, AS Cassidy, B Taba, MV Debole, P Datta, ... SC'16: Proceedings of the International Conference for High Performance …, 2016 | 103 | 2016 |
Truehappiness: Neuromorphic emotion recognition on truenorth PU Diehl, BU Pedroni, A Cassidy, P Merolla, E Neftci, G Zarrella 2016 international joint conference on neural networks (ijcnn), 4278-4285, 2016 | 102 | 2016 |
Real-time scalable cortical computing at 46 giga-synaptic OPS/watt with~ 100× speedup in time-to-solution and~ 100,000× reduction in energy-to-solution AS Cassidy, R Alvarez-Icaza, F Akopyan, J Sawada, JV Arthur, ... SC'14: Proceedings of the International Conference for High Performance …, 2014 | 100 | 2014 |
Low-power event-driven neural computing architecture in neural networks JV Arthur, PA Merolla, DS Modha US Patent 8,812,414, 2014 | 99 | 2014 |
A Multicast Tree Router for Multichip Neuromorphic Systems P Merolla, J Arthur, R Alvarez, JM Bussat, K Boahen Circuits and Systems I: Regular Papers, IEEE Transactions 61 (3), 820-833, 2014 | 89 | 2014 |
Integrate and fire electronic neurons JV Arthur, GS Corrado, SK Esser, PA Merolla, DS Modha US Patent 8,473,439, 2013 | 86 | 2013 |
A recurrent model of orientation maps with simple and complex cells P Merolla, KA Boahen Advances in neural information processing systems 16, 2003 | 78 | 2003 |