A Generic Software Platform for Brain-Inspired Cognitive Computing

被引:6
|
作者
Takahashi, Koichi [1 ,2 ,3 ]
Itaya, Kotone [1 ,2 ]
Nakamura, Masayoshi [3 ]
Koizumi, Moriyoshi
Arakawa, Naoya [3 ]
Tomita, Masaru [2 ]
Yamakawa, Hiroshi [3 ]
机构
[1] RIKEN QBiC, Suita, Osaka, Japan
[2] Keio Univ, Grad Sch Media & Governance, Tokyo 108, Japan
[3] Dwango AI Lab, Tokyo, Japan
关键词
software platform; cognitive architecture; machine learning; modularity; the whole brain architecture; MODEL;
D O I
10.1016/j.procs.2015.12.185
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We have been developing BriCA (Brain-inspired Computing Architecture), the generic software platform that can combine an arbitrary number of machine learning modules to construct higher structures such as cognitive architectures inspired by the brain. We discuss requirements analysis and design principles of this cognitive computing platform, report its implementation, and describe plans for further development.
引用
下载
收藏
页码:31 / 37
页数:7
相关论文
共 50 条
  • [21] Memristive Synapses for Brain-Inspired Computing
    Wang, Jingrui
    Zhuge, Fei
    ADVANCED MATERIALS TECHNOLOGIES, 2019, 4 (03):
  • [22] Brain-inspired conscious computing architecture
    Duch, W
    JOURNAL OF MIND AND BEHAVIOR, 2005, 26 (1-2): : 1 - 21
  • [23] Brain-inspired computing and machine learning
    Lazaros S. Iliadis
    Vera Kurkova
    Barbara Hammer
    Neural Computing and Applications, 2020, 32 : 6641 - 6643
  • [24] Competing memristors for brain-inspired computing
    Kim, Seung Ju
    Kim, Sang Bum
    Jang, Ho Won
    ISCIENCE, 2021, 24 (01)
  • [25] Advances in Brain-Inspired Cognitive Systems
    Luo, Bin
    Hussain, Amir
    Mahmud, Mufti
    Tang, Jin
    COGNITIVE COMPUTATION, 2016, 8 (05) : 795 - 796
  • [26] Advances in Brain-Inspired Cognitive Systems
    Bin Luo
    Amir Hussain
    Mufti Mahmud
    Jin Tang
    Cognitive Computation, 2016, 8 : 795 - 796
  • [27] Brain-inspired distributed cognitive architecture
    Remmelzwaal, Leendert A.
    Mishra, Amit K.
    Ellis, George F. R.
    COGNITIVE SYSTEMS RESEARCH, 2021, 66 : 13 - 20
  • [28] Brain-inspired computing needs a master plan
    Mehonic, A.
    Kenyon, A. J.
    NATURE, 2022, 604 (7905) : 255 - 260
  • [29] A hybrid and scalable brain-inspired robotic platform
    Zhe Zou
    Rong Zhao
    Yujie Wu
    Zheyu Yang
    Lei Tian
    Shuang Wu
    Guanrui Wang
    Yongchao Yu
    Qi Zhao
    Mingwang Chen
    Jing Pei
    Feng Chen
    Youhui Zhang
    Sen Song
    Mingguo Zhao
    Luping Shi
    Scientific Reports, 10
  • [30] An improved memristor model for brain-inspired computing
    周二瑞
    方粮
    刘汝霖
    汤振森
    Chinese Physics B, 2017, (11) : 541 - 547