A System Hierarchy For Brain-Inspired Computing

Di: Stella

10月14日，清华团队再发突破性新成果——首次提出“类脑计算完备性 ”以及软硬件去耦合的类脑计算系统层次结构。相关论文《一种类脑计算系统层次结构》（A system hierarchy for brain-inspired computing）发表于《自然》10月第三期。《A system hierarchy for brain-inspired cn URL https craft computing》读后总结论文链接名词解释 1.POG（programming operator graph）：编程算子图。由统一的描述方法和事件驱动的、集成 1.研究背景类脑计算为人工智能的发展提供了有前景的平台，与传统计算系统具有围绕图灵完备和冯·诺伊曼体系结构建立的计算机层次结构不同，类脑计算目前还没有通用的系统层次结构或类

A system hierarchy for brain-inspired computing, Nature, 2020, 586: 378-384. 2.Peng Qu; Youhui Zhang*; Xiang Fei; Weimin Zheng; High Performance Simulation of Spiking Neural Network on 在“Nature”杂志发表的论文“A system hierarchy for brain-inspired computing”（Vol. 586, Issue 7829）中，作者宣称“we propose ‘neuromorphic completeness’, which relaxes the A Hierarchical Brain Inspir ed Computing System Christopher Johansson and Anders Lansner † School of Computer Sci ence and Communication

Brain-inspired computing boosted by new concept of completeness

文章库 PRO通讯会员 SOTA！模型 AI 好好用 However, unlike conventional computing systems, which have a well established High Performance Simulation of computer hierarchy built around the concept of Turing completeness and the von Neumann

清华首次提出「类脑计算完备性」及计算系统层次结构，登上Nature

来自清华大学、北京信息科学与技术国家研究中心、美国特拉华大学（University of Delaware）科研团队的研究者在论文《A system hierarchy for brain-inspired computing》（ For the brain-inspired computing system hierarchy, the software layer refers to the neuromorphic applications and developing frameworks (such as Nengo and PyTorch). Brain-inspired computing is a computing model and architecture that has the potential to break the von Neumann bottleneck1 and drive the next wave of computer engineering2. Brain-inspired

Recently, an increasing number of hybrid neuromorphic computing chips have been reported, but such research focuses on chip design without demonstrating systems for 标题 A system hierarchy for brain-inspired computing 类脑计算的系统层次结构相关领域神经形态工程学计算机科学软件可移植性程序设计语言计算机体系结构等级制度完备 Brain-inspired computing is a new technology that draws on the principles of brain science and is oriented to the efficient development of artificial general intelligence (AGI), and a

《A system hierarchy for brain-inspired computing》读后总结
A Hierarchical Brain Inspired Computing System
清华首次提出「类脑计算完备性」及计算系统层次结构，登上Nature
渠鹏-清华大学计算机科学与技术系

Inspired by traditional computing system hierarchy computing system hierarchy, the software layer refers to the neuromorphic (right), we propose a brain-inspired computing system hierarchy (left), which applications and developing

A system hierarchy for brain-inspired computing Brain-inspired computing is a computing model and architecture that has the potential to break the von Neumann bottleneck1 and drive the next wave of computer engineering2.

什么是“类脑计算完备性”？清华团队在《Nature》首次提出！

Abstract Brain-inspired computing is a new technology that draws on the principles of brain science and is oriented to the efficient development of artificial general intelligence (AGI), and a

“A system hierarchy for brain-inspired computing”，2020，Youhui Zhang*, Peng Qu, Yu Ji, Weihao Zhang, Guangrong Gao, Guanrui Wang, Sen Song, Guoqi Li, Wenguang

Exploring the frontiers of neuromorphic engineering: A journey into ...

Neuromorphic computing draws inspiration from the brain to provide computing technology and architecture with the potential to drive the next wave of computer engineering 1 – 13 . Such Youhui Zhang, Peng Qu, Yu Ji, Weihao Zhang, Guangrong Gao, Guanrui Wang, Sen Song, Guoqi Li, Wenguang Chen, Weimin Zheng, Feng Chen, Jing Pei, Rong Zhao, Mingguo Zhao,

类脑计算及硬件综述阅读
A System Hierarchy For Brain-Inspired Computing
A review of basic software for brain-inspired computing
Research on General-Purpose Brain-Inspired Computing Systems
Tsinghua’s new research aims to advance brain-inspired computing

来自清华大学、北京信息科学与技术国家研究中心、美国特拉华大学（University of Delaware）科研团队的研究者在论文《A system hierarchy for brain-inspired computing》（一种类脑计算系与通用计算机的“图灵完备性”概念与“冯诺依曼”体系结构相对应，本篇题为《一种类脑计算系统层次结构》（A system hierarchy for brain-inspired computing）的论文首次提出“类脑计算完备性”以及软硬件去耦合的类脑计算

Here we explore the development of general-purpose brain-inspired computing. We examine for brain inspired the hardware and software that have so far been used to create brain-inspired

渠鹏-清华大学计算机科学与技术系

As a result, multiple layers of the brain-inspired computing system—including the application model, system software and neuromorphic device—are bound together, impairing However, unlike conventional computing systems, which have a well established computer hierarchy built around the concept of Turing completeness and the von Neumann architecture,

Brain-inspired computing, which is inspired by the information processing procedure and the biophysiological structure of the brain, is believed to have the potential to

诺依曼”体系结构相对应，本篇题为《一种类脑计算系统层次结构》（A system hierarchy for brain-inspired computing）的论文首次提出“类脑计算完备性

However, unlike conventional computing systems, which have a well established computer hierarchy built around the concept of Turing completeness and the von Neumann 张悠慧团队在《自然》杂志上发表的论文《A system hierarchy for brain-inspired computing》中，定义了一种新的层次结构，将算法的要求及其在一系列神经形态系统上的实

On 14th October, a joint team consisting of Professor Zhang Youhui’s team from the Department of Computer Science and Technolgy (DCST), and Professor Shi Luping’s team from the 姓名：张悠慧职称：研究员邮箱：[email protected] URL： https://craft.cs.tsinghua.edu.cn/ 电话：010-62783505-8003 传真：010-62771138 教育背景工 However, unlike conventional computing systems, which have a well established computer hierarchy built around the concept of Turing completeness and the von Neumann

Brain-inspired computing is a computing model and architecture that has the potential to break the von Neumann bottleneck1 and drive the next wave of computer engineering2. Brain-inspired

The concept of neuromorphic completeness and a system hierarchy for neuromorphic computing are presented, which could improve programming-language portability, hardware

Here, we present a brain-inspired hierarchical interactive in-memory computing (IMC) system, which can efficiently solve ‘von Neumann bottleneck’, enabling cross-modal interactions and

Brain-inspired computing is a new technology that draws on the principles of brain science and is oriented to the efficient development of artificial general intelligence (AGI), and a brain

Zhang Y, Qu P, Ji Y, et al. A system hierarchy for brain-inspired computing [J]. Nature, 2020, hierarchy for brain inspired 586 (7829): 378-384. Schuman C D, Potok T E, Patton R M, et al. A survey of neuromorphic

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