Paul Merolla
Paul Merolla
Neuralink, IBM research, Stanford University, University of Pennsylvania, IBM
Verifierad e-postadress på neuralink.com - Startsida
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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
20112014
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
6922014
Convolutional networks for fast energy-efficient neuromorphic computing
SK Essera, PA Merollaa, JV Arthura, AS Cassidya, R Appuswamya, ...
Proc. Nat. Acad. Sci. USA 113 (41), 11441-11446, 2016
620*2016
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
6142015
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
5222015
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
4382011
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
2372013
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
1622012
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
1612013
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
1412005
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
1302007
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
942014
An integrated brain-machine interface platform with thousands of channels
EM Neuralink
bioarXiv preprint bioRxiv 703801, 2019
81*2019
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
722016
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
702014
Integrate and fire electronic neurons
JV Arthur, GS Corrado, SK Esser, PA Merolla, DS Modha
US Patent 8,473,439, 2013
632013
A recurrent model of orientation maps with simple and complex cells
P Merolla, KA Boahen
Advances in neural information processing systems, 995-1002, 2004
592004
Low-power event-driven neural computing architecture in neural networks
JV Arthur, PA Merolla, DS Modha
US Patent 8,812,414, 2014
522014
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
512016
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
512014
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Artiklar 1–20