A Radical New Computer Could Replace Electricity With Light—and Make Processing Unstoppable

A team of researchers developed “parallel optical matrix-matrix multiplication” (POMMM), which could revolutionize tensor ...
IEEE

High Energy Efficiency Spatial Parallel Stochastic Computing for Precision Scalable Neural Processing Unit

Abstract: A precision-scalable neural processing unit, considering the quantization-sensitive of each neural network layer, has large hardware redundancy in multiplication units and shift logics. In ...
IEEE

A 256-kb Fully Row/Column-parallel 22nm MRAM In-Memory-Computing Macro with Differential Readout for Robust Parallelization and Scale-up

Abstract: This paper presents a 256-kb in-memory computing (IMC) macro implemented in 22nm CMOS with foundry MRAM. IMC leverages high levels of parallelism (both rows/columns within macro and multiple ...