Changwoo Park

A Differentiable Simulator for Optimizing Time-Domain Analog CNN Accelerators

Edge intelligence promises responsive, private, and energy-efficient sensing without continual dependence on remote compute. This demands convolutional neural network (CNN) accelerators that deliver substantially higher throughput and energy efficiency than conventional digital pipelines while preserving high accuracy....