TinBiNN: Tiny Binarized Neural Network Overlay in about 5,000 4-LUTs and 5mW

Guy G. F. Lemieux, Joe Edwards, Joel Vandergriendt +6

Reduced-precision arithmetic improves the size, cost, power and performance of neural networks in digital logic. In convolutional neural networks, the use of 1b weights can achieve…