Models of Neurons and Perceptrons: Selected Problems and Challenges

Released on by Andrzej Bielecki
preview-18

  • Models of Neurons and Perceptrons: Selected Problems and Challenges Book Detail

  • Author : Andrzej Bielecki
  • Release Date : 2018-05-17
  • Publisher : Springer
  • Genre : Technology & Engineering
  • Pages : 150
  • ISBN 13 : 3319901400
  • File Size : 86,86 MB
DOWNLOAD BOOK

Models of Neurons and Perceptrons: Selected Problems and Challenges by Andrzej Bielecki PDF Summary

Book Description: This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail. The first part describes the biological foundations and provides a comprehensive overview of the artificial neural networks. The second part then presents mathematical foundations, reviewing elementary topics, as well as lesser-known problems such as topological conjugacy of dynamical systems and the shadowing property. The final two parts describe the models of the neuron, and the mathematical analysis of the properties of artificial multilayer neural networks. Combining biological, mathematical and electronic approaches, this multidisciplinary book it useful for the mathematicians interested in artificial neural networks and models of the neuron, for computer scientists interested in formal foundations of artificial neural networks, and for the biologists interested in mathematical and electronic models of neural structures and processes.

Disclaimer: www.yourbookbest.com does not own Models of Neurons and Perceptrons: Selected Problems and Challenges books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

The Nature of Code

The Nature of Code

File Size : 86,86 MB
Total View : 5780 Views
DOWNLOAD

All aboard The Coding Train! This beginner-friendly creative coding tutorial is designed to grow your skills in a fun, hands-on way as you build simulations of

Neural Networks and Statistical Learning

Neural Networks and Statistical Learning

File Size : 77,77 MB
Total View : 9642 Views
DOWNLOAD

This book provides a broad yet detailed introduction to neural networks and machine learning in a statistical framework. A single, comprehensive resource for st

Multilayer Perceptrons

Multilayer Perceptrons

File Size : 36,36 MB
Total View : 9315 Views
DOWNLOAD

"Multilayer Perceptrons: Theory and Applications opens with a review of research on the use of the multilayer perceptron artificial neural network method for so