WiNN: Wireless Interconnect based Neural Network Accelerator

Deep Neural Networks (DNNs) have demonstrated promising performance in accuracy for several applications such as image processing, speech recognition, and autonomous systems and vehicles. Spatial accelerators have been proposed to achieve high parallelism with arrays of processing elements (PE) and energy efficient data movement using traditional Network-on-Chip (NoC) architectures. However, large...