Quantize weights and activations in Recurrent Neural Networks.

System Verilog code describing a fully combinational binarized neural network.

HLS code for a BNN accelerator

A Keras code on Binary Neural Networks

Bayesian Neural Network

Multi-omics classification on kidney samples exploiting uncertainty-aware models

Here are some notes of learning and common codes

Awesome papers on Neural Networks and Deep Learning

A simple deep neural net class written to work with Numpy and Cupy

Bayesian Neural Networks with Parallelized Sampling of LogLikelihood

The collection of training tricks of binarized neural networks.

(BNN) Brawley News Network

A set of ML algorithms focused on low-end hardware with bit neural networks.

Handwritten numbers predicted by bit neural networks

BNN-to-FPGA framework, written in VHDL and Python

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、reg…

Pred on Stock Index

An implementation of the Binarized Neural Networks

How Alien AI Runs A Human Host.