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Yao Xin's Projects

binarynet icon binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

bnn-fpga icon bnn-fpga

Binarized Convolutional Neural Networks on Software-Programmable FPGAs

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

facebook-wda icon facebook-wda

Facebook WebDriverAgent Python Client Library (not official)

hw icon hw

RTL, Cmodel, and testbench for NVDLA

lstm-matlab icon lstm-matlab

LSTM-MATLAB is Long Short-term Memory (LSTM) in MATLAB, which is meant to be succinct, illustrative and for research purpose only. It is accompanied with a paper for reference: Revisit Long Short-Term Memory: An Optimization Perspective, NIPS deep learning workshop, 2014.

nndl icon nndl

Another Chinese Translation of Neural Networks and Deep Learning

prmlt icon prmlt

Matlab code for algorithms in PRML book

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