Threshold-Based Early Stopping of Accumulations in Neural Networks with Binary Activation

Quentin Luquet de Saint-Germain, Massil Ait Abdeslam, Jean Pierre David

Binary neural networks are very attractive for constrained deployment, enabling small footprint and low-power inference. For binary activations, the dot products become sign-contro…