TrueNorth: A High-Performance, Low-Power Neurosynaptic Processor for Multi-Sensory Perception, Action, and Cognition
TrueNorth: A High-Performance, Low-Power Neurosynaptic Processor for Multi-Sensory Perception, Action, and Cognition
复制标题
DOI：
--
复制
发表时间：
2016-03
期刊：
影响因子：
--
通讯作者：
A. Cassidy;J. Sawada;P. Merolla;J. Arthur;Rodrigo Alvarez-Icaza;Filipp Akopyan;Bryan L. Jackson;D. Modha
中科院分区：
文献类型：
--
作者：
A. Cassidy;J. Sawada;P. Merolla;J. Arthur;Rodrigo Alvarez-Icaza;Filipp Akopyan;Bryan L. Jackson;D. Modha
翻译后摘要：IBM TrueNorth神经突触处理器是一个彻底的背离几十年来传统的冯诺依曼计算。TrueNorth包含54亿个晶体管，采用28纳米低功耗CMOS工艺技术制造，包含100万个神经元和2.56亿个突触。从嵌入式和嵌入式智能到流式多传感器数据的大规模感知分析，这种大规模并行处理器的典型功耗仅为65 mW。
Abstract : IBMs TrueNorth neurosynaptic processor is a radical departure from decades of traditional von Neumann computing. Containing 5.4 billion transistors and fabricated in a 28nm low-power CMOS process technology, TrueNorth contains 1 million neurons and 256 million synapses. With applications ranging from embedded and embodied intelligence to large-scale perceptual analysis of streaming multi-sensory data, this massively parallel processor consumes only 65mW typically.