Ivan Al Khayat

CNN Architecture Optimization for Multiplierless Inference

This work addresses the gap in CNN architectures with subsequent In-Memory Computing implementation in mind, using an analytical resource–cost model for multiplierless integer inference, and constrains candidate CNN architectures toward integer computations that can be expressed through memory look-ups, additions, and...