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Paul Merolla

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Structured Convolution Matrices for Energy-efficient Deep learning

Jun 08, 2016
Rathinakumar Appuswamy, Tapan Nayak, John Arthur, Steven Esser, Paul Merolla, Jeffrey Mckinstry, Timothy Melano, Myron Flickner, Dharmendra Modha

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Deep neural networks are robust to weight binarization and other non-linear distortions

Jun 07, 2016
Paul Merolla, Rathinakumar Appuswamy, John Arthur, Steve K. Esser, Dharmendra Modha

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TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth

Jan 16, 2016
Peter U. Diehl, Bruno U. Pedroni, Andrew Cassidy, Paul Merolla, Emre Neftci, Guido Zarrella

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Gibbs Sampling with Low-Power Spiking Digital Neurons

Mar 27, 2015
Srinjoy Das, Bruno Umbria Pedroni, Paul Merolla, John Arthur, Andrew S. Cassidy, Bryan L. Jackson, Dharmendra Modha, Gert Cauwenberghs, Ken Kreutz-Delgado

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The thermodynamic temperature of a rhythmic spiking network

Sep 28, 2010
Paul Merolla, Tristan Ursell, John Arthur

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