CAP-RAM: A Charge-Domain In-Memory Computing 6T-SRAM for Accurate and Precision-Programmable CNN Inference

A 481pJ/decision 3.4M decision/s Multifunctional Deep In-memory Inference Processor using Standard 6T SRAM Array

This paper describes a multi-functional deep in-memory processor for inference applications. Deep inmemory processing is achieved by embedding pitch-matched low-SNR analog processing into a standard 6T 16KB SRAM array in 65 nm CMOS. Four applications are demonstrated. The prototype achieves up to 5.6X (9.7X estimated for multi-bank scenario) energy savings with negligible (≤1%) accuracy degrada...

Comparison of Conventional 6T SRAM cell and FinFET based 6T SRAM Cell Parameters at 45nm Technology

When working for low power application the main estimation is to reduce leakage components and parameters. This stanza explores a vast link towards low leakage power SRAM cells using new technology and devices. The RAM contains bi-stable cross coupled latch which has V_th higher in write mode access MOSFET (Metal Oxide Semiconductor Field Effect Transistor) and lower V_th in read access mode MO...

Sram System Design for Memory Based Computing

passivity in waiting for godot and endgame: a psychoanalytic reading

this study intends to investigate samuel beckett’s waiting for godot and endgame under the lacanian psychoanalysis. it begins by explaining the most important concepts of lacanian psychoanalysis. the beckettian characters are studied regarding their state of unconscious, and not the state of consciousness as is common in most beckett studies. according to lacan, language plays the sole role in ...

Memory Access Optimization and RAM Inference for Pipeline Vectorization

This paper describes memory access optimization in the context of pipeline vectorization, a method for synthesizing hardware pipelines in recon gurable systems from software program loops. Since many algorithms for recon gurable coprocessors are I/O bound, the throughput of the coprocessor is determined by the external memory accesses. Thus access optimizations directly improve the system's per...