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Structured Convolution Matrices for Energy-efficient Deep learning



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



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


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TrueHappiness: Neuromorphic Emotion Recognition on TrueNorth



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



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

* Accepted at ISCAS 2015 

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The thermodynamic temperature of a rhythmic spiking network



Paul Merolla , Tristan Ursell , John Arthur


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