BinaryConnect: Training Deep Neural Networks with binary weights during propagations

2 November 2015

Papers citing "BinaryConnect: Training Deep Neural Networks with binary weights during propagations"

12 / 512 papers shown

Title
Deep Neural Networks Under Stress Micael Carvalho Matthieu Cord Sandra Avila Nicolas Thome Eduardo Valle 28 14 0 11 May 2016
Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing S. K. Esser P. Merolla John V. Arthur A. Cassidy R. Appuswamy ... Pallab Datta A. Amir B. Taba M. Flickner D. Modha 3DH 25 715 0 28 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 57 4,332 0 16 Mar 2016
Binarized Neural Networks Itay Hubara Daniel Soudry Ran El-Yaniv MQ 58 1,350 0 08 Feb 2016
Online Batch Selection for Faster Training of Neural Networks I. Loshchilov Frank Hutter ODL 37 298 0 19 Nov 2015
Adjustable Bounded Rectifiers: Towards Deep Binary Representations Zhirong Wu Dahua Lin Xiaoou Tang MQ 19 14 0 19 Nov 2015
Variable Rate Image Compression with Recurrent Neural Networks G. Toderici Sean M. O'Malley S. Hwang Damien Vincent David C. Minnen S. Baluja Michele Covell Rahul Sukthankar 33 667 0 19 Nov 2015
Reduced-Precision Strategies for Bounded Memory in Deep Neural Nets Patrick Judd Jorge Albericio Tayler H. Hetherington Tor M. Aamodt Natalie D. Enright Jerger R. Urtasun Andreas Moshovos 32 100 0 17 Nov 2015
Neural Networks with Few Multiplications Zhouhan Lin Matthieu Courbariaux Roland Memisevic Yoshua Bengio 28 331 0 11 Oct 2015
Compressing Convolutional Neural Networks Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 26 139 0 14 Jun 2015
Computational Cost Reduction in Learned Transform Classifications E. Machado C. Miosso R. V. Borries Murilo Coutinho P. Berger Thiago Marques R. Jacobi 38 3 0 26 Apr 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 75 2,751 0 20 Feb 2015