IMPULSE: A 65-nm Digital Compute-in-Memory Macro With Fused Weights and Membrane Potential for Spike-Based Sequential Learning Tasks - Agrawal, Amogh; Ali, Mustafa; Koo, Minsuk; Rathi, Nitin; Jaiswal, Akhilesh; Roy, Kaushik (IEEE solid-state circuits letters, 2021)
Keywords: CMOS; Cognitive tasks; Compute-in-memory (CIM); Electric breakdown; Energy efficiency; Learning; Membrane potentials; Membranes; Micromechanical devices; Motion pictures; Neural networks; neuromorphic computing; Neurons; Random access memory; Recurrent neural networks; sentiment analysis; Sparsity; Spikes; spiking neural network (SNN); SRAM; Static random access memory; Task analysis; Task complexity