Paul Merolla
Paul Merolla
Neuralink, IBM research, Stanford University, University of Pennsylvania, IBM
Verified email at neuralink.com - Homepage
Title
Cited by
Cited by
Year
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
25452014
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
8242014
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
756*2016
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
6672015
Convolutional networks for fast, energy-efficient neuromorphic computing
PNAS 113 (41), 11441-11446, 2016
560*2016
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
4802011
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
2992015
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
2712013
An integrated brain-machine interface platform with thousands of channels
EM Neuralink
bioarXiv preprint bioRxiv 703801, 2019
228*2019
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
1832013
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
1722012
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
1482005
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
1392007
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
1132014
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
872016
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
762014
Integrate and fire electronic neurons
JV Arthur, GS Corrado, SK Esser, PA Merolla, DS Modha
US Patent 8,473,439, 2013
692013
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
632016
A recurrent model of orientation maps with simple and complex cells
P Merolla, KA Boahen
632003
Low-power event-driven neural computing architecture in neural networks
JV Arthur, PA Merolla, DS Modha
US Patent 8,812,414, 2014
592014
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