Surprise minimization as a learning strategy in neural networks

被引：0
|
作者：
Mohammad Javad Faraji
Kerstin Preuschoff
Wulfram Gerstner
机构：
[1] Ecole Polytechnique Federal de Lausanne (EPFL),School of Life Sciences, Brain Mind Institute and School of Computer and Communication Sciences
[2] University of Geneva,Geneva Finance Research Institute
来源：
BMC Neuroscience | / 16卷 / Suppl 1期
关键词：
Learning Strategy; Internal Model; Bayesian Framework; Learning Agent; Inference Technique;
D O I：
10.1186/1471-2202-16-S1-P77
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Minimization learning of neural networks by adding hidden units
    Niijima, Koichi
    Yamada, Masaaki
    Mohamed, Marghny H.
    Akanuma, Taiga
    Minamoto, Teruya
    Ohkubo, Akito
    [J]. Research Reports on Information Science and Electrical Engineering of Kyushu University, 1997, 2 (02): : 173 - 178
  • [2] Learning Cube Strategy in Backgammon with Neural Networks
    Lin, Andrew
    [J]. 2020 25TH INTERNATIONAL CONFERENCE ON TECHNOLOGIES AND APPLICATIONS OF ARTIFICIAL INTELLIGENCE (TAAI 2020), 2020, : 29 - 34
  • [3] Neural surprise in somatosensory Bayesian learning
    Gijsen, Sam
    Grundei, Miro
    Lange, Robert T.
    Ostwald, Dirk
    Blankenburg, Felix
    [J]. PLOS COMPUTATIONAL BIOLOGY, 2021, 17 (02)
  • [4] Robust Neural Networks Learning via a Minimization of Stochastic Output Sensitivity
    Li, Jincheng
    Ng, Wing W. Y.
    [J]. IEEE ACCESS, 2020, 8 (08) : 205455 - 205466
  • [5] Unit-level surprise in neural networks
    Eastwood, Cian
    Mason, Ian
    Williams, Christopher K. I.
    [J]. WORKSHOP AT NEURIPS 2021, VOL 163, 2021, 163 : 33 - 40
  • [6] A LEARNING-STRATEGY FOR NEURAL NETWORKS BASED ON A MODIFIED EVOLUTIONARY STRATEGY
    SCHOLZ, M
    [J]. LECTURE NOTES IN COMPUTER SCIENCE, 1991, 496 : 314 - 318
  • [7] Knowledge Injection to Neural Networks with Progressive Learning Strategy
    Ha Thanh Nguyen
    Trung Kien Vu
    Racharak, Teeradaj
    Le Minh Nguyen
    Tojo, Satoshi
    [J]. AGENTS AND ARTIFICIAL INTELLIGENCE, ICAART 2020, 2021, 12613 : 280 - 290
  • [8] A fast learning strategy for multilayer feedforward neural networks
    Chen, Huawei
    Zhong, Hualan
    Yuan, Haiying
    Jin, Fan
    [J]. WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 3019 - +
  • [9] On randomization of neural networks as a form of post-learning strategy
    Kapanova, K. G.
    Dimov, I.
    Sellier, J. M.
    [J]. SOFT COMPUTING, 2017, 21 (09) : 2385 - 2393
  • [10] On randomization of neural networks as a form of post-learning strategy
    K. G. Kapanova
    I. Dimov
    J. M. Sellier
    [J]. Soft Computing, 2017, 21 : 2385 - 2393
12345