A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Even

Abstract

Accurate identification of the target and tracking it at high speeds using drone-mounted cameras and compute hardware finds military and commercial applications. Conven- tional frame-based cameras and convolutional neural networks (CNNs) extract detailed spatial information to show high accu- racy but suffer from lower throughput caused by large models. Alternatively, event cameras capture the motion information as an asynchronous event stream with high temporal resolution. Spiking neural networ