Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems

Mark D. McDonnell, Hesham Mostafa, Runchun Wang +1

Batch-normalization (BN) layers are thought to be an integrally important layer type in today's state-of-the-art deep convolutional neural networks for computer vision tasks such a…