Recurrent Neural Networks With Limited Numerical Precision

Recurrent Neural Networks With Limited Numerical Precision

24 August 2016

Papers citing "Recurrent Neural Networks With Limited Numerical Precision"

17 / 17 papers shown

Title
HadamRNN: Binary and Sparse Ternary Orthogonal RNNs Armand Foucault Franck Mamalet François Malgouyres MQ 232 0 0 28 Jan 2025
BILLNET: A Binarized Conv3D-LSTM Network with Logic-gated residual architecture for hardware-efficient video inference Van Thien Nguyen William Guicquero Gilles Sicard 3DV MQ 136 2 0 24 Jan 2025
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 149 1,866 0 22 Sep 2016
Theano: A Python framework for fast computation of mathematical expressions The Theano Development Team Rami Al-Rfou Guillaume Alain Amjad Almahairi Christof Angermüller ... Kelvin Xu Lijun Xue Li Yao Saizheng Zhang Ying Zhang 198 2,341 0 09 May 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 86 333 0 19 Mar 2016
XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks Mohammad Rastegari Vicente Ordonez Joseph Redmon Ali Farhadi MQ 170 4,357 0 16 Mar 2016
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin Dario Amodei Rishita Anubhai Eric Battenberg Carl Case Jared Casper ... Chong-Jun Wang Bo Xiao Dani Yogatama J. Zhan Zhenyao Zhu 126 2,973 0 08 Dec 2015
Fixed-Point Performance Analysis of Recurrent Neural Networks Sungho Shin Kyuyeon Hwang Wonyong Sung MQ 58 61 0 04 Dec 2015
Regularizing RNNs by Stabilizing Activations David M. Krueger Roland Memisevic 71 80 0 26 Nov 2015
BinaryConnect: Training Deep Neural Networks with binary weights during propagations Matthieu Courbariaux Yoshua Bengio J. David MQ 209 2,985 0 02 Nov 2015
Neural Networks with Few Multiplications Zhouhan Lin Matthieu Courbariaux Roland Memisevic Yoshua Bengio 84 331 0 11 Oct 2015
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding Yajie Miao M. Gowayyed Florian Metze 100 755 0 29 Jul 2015
Blocks and Fuel: Frameworks for deep learning B. V. Merrienboer Dzmitry Bahdanau Vincent Dumoulin Dmitriy Serdyuk David Warde-Farley J. Chorowski Yoshua Bengio MoE 63 187 0 01 Jun 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,568 0 10 Sep 2014
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 246 6,779 0 03 Sep 2014

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