ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.

XNOR-Net, with binary gemm and binary conv2d kernels, support both CPU and GPU.

Implemented here a Binary Neural Network (BNN) achieving nearly state-of-art results but recorded a significant reduction in memory usage and total time taken during training the network.

Keras implementations of BinaryNet and XNORNet

Exploring "Binary Neural Networks" (https://arxiv.org/abs/1602.02830) in Theano. A set of experiments that use binarised weights and/or activations to reduce computational load of convolutional neu…

Binarize convolutional neural networks using pytorch 🔥