Neural Networks with Few Multiplications

Neural Networks with Few Multiplications

11 October 2015

Matthieu Courbariaux

Roland Memisevic

Papers citing "Neural Networks with Few Multiplications"

16 / 66 papers shown

Title
Accelerating Eulerian Fluid Simulation With Convolutional Networks Jonathan Tompson Kristofer Schlachter Pablo Sprechmann Ken Perlin 58 528 0 13 Jul 2016
DeepBinaryMask: Learning a Binary Mask for Video Compressive Sensing Michael Iliadis L. Spinoulas Aggelos K. Katsaggelos 34 74 0 12 Jul 2016
Overcoming Challenges in Fixed Point Training of Deep Convolutional Networks D. Lin S. Talathi 34 45 0 08 Jul 2016
Compression of Neural Machine Translation Models via Pruning A. See Minh-Thang Luong Christopher D. Manning MedIm VLM 29 221 0 29 Jun 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,099 0 25 Jun 2016
YodaNN: An Architecture for Ultra-Low Power Binary-Weight CNN Acceleration Renzo Andri Lukas Cavigelli D. Rossi Luca Benini 23 196 0 17 Jun 2016
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks Philipp Gysel 29 127 0 20 May 2016
Ternary Weight Networks Fengfu Li Bin Liu Xiaoxing Wang Bo-Wen Zhang Junchi Yan MQ 38 521 0 16 May 2016
ASP Vision: Optically Computing the First Layer of Convolutional Neural Networks using Angle Sensitive Pixels H. G. Chen Suren Jayasuriya Jiyue Yang J. Stephen S. Sivaramakrishnan Ashok Veeraraghavan A. Molnar 26 66 0 11 May 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 54 4,332 0 16 Mar 2016
Convolutional Neural Networks using Logarithmic Data Representation Daisuke Miyashita Edward H. Lee B. Murmann MQ 27 425 0 03 Mar 2016
Scalable and Sustainable Deep Learning via Randomized Hashing Ryan Spring Anshumali Shrivastava 26 132 0 26 Feb 2016
Binarized Neural Networks Itay Hubara Daniel Soudry Ran El-Yaniv MQ 58 1,350 0 08 Feb 2016
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 44 810 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 26 100 0 17 Nov 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