Mohd. Tasleem Khan

COBALT: Column-swapping Optimized Bit-serial Accelerator for LSTM Tasks

Long Short-Term Memory (LSTM) networks continue to be widely deployed for real-time sequential tasks on edge devices, yet their computational demands challenge deployment on resource-constrained hardware. This work introduces COBALT, a bit-serial compressed LSTM accelerator built on a matrix (input)-vector (weight) ref...