Literature DB >> 18252589

A geometrical representation of McCulloch-Pitts neural model and its applications.

L Zhang1, B Zhang.   

Abstract

In this paper, a geometrical representation of McCulloch-Pitts neural model is presented. From the representation, a clear visual picture and interpretation of the model can be seen. Two interesting applications based on the interpretation are discussed. They are 1) a new design principle of feedforward neural networks and 2) a new proof of mapping abilities of three-layer feedforward neural networks.

Entities:  

Year:  1999        PMID: 18252589     DOI: 10.1109/72.774263

Source DB:  PubMed          Journal:  IEEE Trans Neural Netw        ISSN: 1045-9227


  3 in total

1.  Combining an experimental study and ANFIS modeling to predict landfill leachate transport in underlying soil-a case study in north of Iran.

Authors:  D Yousefi Kebria; M Ghavami; S Javadi; M Goharimanesh
Journal:  Environ Monit Assess       Date:  2017-12-16       Impact factor: 2.513

2.  Identifying protein-protein interaction sites using covering algorithm.

Authors:  Xiuquan Du; Jiaxing Cheng; Jie Song
Journal:  Int J Mol Sci       Date:  2009-05-15       Impact factor: 6.208

3.  Artificial Visual System for Orientation Detection Based on Hubel-Wiesel Model.

Authors:  Bin Li; Yuki Todo; Zheng Tang
Journal:  Brain Sci       Date:  2022-04-01
  3 in total

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