Training Binary Multilayer Neural Networks for Image Classification using Expectation Backpropagation

Gradient-based learning applied to document recognition

LeCun, Yann, Bottou, Léon, Bengio, Yoshua, and Haffner, Patrick · 1998

Earlier work this paper cites.

Expectation propagation with factorizing distributions: A gaussian approximation and performance results for simple models

Ribeiro, Fabiano and Opper, Manfred · 2011

Earlier work this paper cites.

Deep neural networks for acoustic modeling in speech recognition: The shared views of four research groups

Hinton, Geoffrey, Deng, Li, Yu, Dong, Dahl, George E, Mohamed, Abdel-rahman, Jaitly, Navdeep, Senior, Andrew, Vanhoucke, Vincent, Nguyen, Patrick, Sainath, Tara N, et al · 2012

Earlier work this paper cites.

1.1 tmacs/mw fine-grained stochastic resonant charge-recycling array processor

Karakiewicz, Rafal, Genov, Roman, and Cauwenberghs, Gert · 2012

Earlier work this paper cites.

Imagenet classification with deep convolutional neural networks

Krizhevsky, Alex, Sutskever, Ilya, and Hinton, Geoffrey E · 2012

Cited alongside, same era.

Efficient backprop

LeCun, Yann A, Bottou, Léon, Orr, Genevieve B, and Müller, Klaus-Robert · 2012

Cited alongside, same era.

Cmu-informedia at TRECVID 2013 multimedia event detection

Lan, Zhen-Zhong, Jiang, Lu, Yu, Shoou-I, Rawat, Shourabh, Cai, Yang, Gao, Chenqiang, Xu, Shicheng, Shen, Haoquan, Li, Xuanchong, Wang, Yipei, et al · 2013

Cited alongside, same era.

Expectation backpropagation: parameter-free training of multilayer neural networks with continuous or discrete weights

Soudry, Daniel, Hubara, Itay, and Meir, Ron · 2014

Later among the works it cites.

Dropout: A simple way to prevent neural networks from overfitting

Srivastava, Nitish, Hinton, Geoffrey, Krizhevsky, Alex, Sutskever, Ilya, and Salakhutdinov, Ruslan · 2014

Later among the works it cites.

Going deeper with convolutions

Original

Szegedy, Christian, Liu, Wei, Jia, Yangqing, Sermanet, Pierre, Reed, Scott, Anguelov, Dragomir, Erhan, Dumitru, Vanhoucke, Vincent, and Rabinovich, Andrew · 2014

Later among the works it cites.