Abstract: Deep learning, particularly convolutional neural networks (CNNs), has yielded rapid, significant improvements in computer vision and related domains. But conventional deep learning ...

Abstract: This paper describes a digital implementation of a parallel and pipelined spiking convolutional neural network (S-ConvNet) core for processing spikes in an event-driven system. Event-driven ...