Gradient-based Bit Encoding Optimization for Noise-Robust Binary Memristive Crossbar

Youngeun Kim, Hyunsoo Kim, Seijoon Kim +2

Binary memristive crossbars have gained huge attention as an energy-efficient deep learning hardware accelerator. Nonetheless, they suffer from various noises due to the analog nat…