Binary Neural Networks - Groups

RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via...

Binary neural network (BNN) is an extreme quantization version of convolutional neural networks (CNNs) with all features and weights mapped to just 1-bit.

Dataset
JSON

The CIFAR-10 dataset is used to evaluate the performance of FracBNN.

Dataset
JSON

The ImageNet dataset is used to evaluate the performance of FracBNN.

Dataset
JSON

The first convolutional layer is not binarized.

Dataset
JSON

Binary neural networks (BNNs) have 1-bit weights and activations.

Dataset
JSON

FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional A...

FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations

Dataset
JSON