Complex-valued Neural Networks — Scriptorium Liberum

Complex-Valued Neural Networks

✍ Akira Hirose 📂 Library 📅 2006 🏛 Springer 🌐 English

This monograph instructs graduate- and undergraduate-level students in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering on the concepts of complex-valued neural networks. Emphasizing basic concepts and ways of thinking about neural networks, the author fo

Complex-Valued Neural Networks

📁 Complex-Valued Neural Networks

✍ Akira Hirose (auth.) 📂 Library 📅 2012 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

This book is the second enlarged and revised edition of the first successful monograph on complex-valued neural networks (CVNNs) published in 2006, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengi

Complex-Valued Neural Networks

📁 Complex-Valued Neural Networks

✍ Jason P. Jue, Vinod M. Vokkarane 📂 Library 📅 2006 🏛 Springer 🌐 English

This book is the first monograph ever on complex-valued neural networks, which lends itself to graduate and undergraduate courses in electrical engineering, informatics, control engineering, mechanics, robotics, bioengineering, and other relevant fields. It is useful for those beginning their stu

Complex-Valued Neural Networks with Mult

📁 Complex-Valued Neural Networks with Multi-Valued Neurons

✍ Igor Aizenberg (auth.) 📂 Library 📅 2011 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts.This book is devoted to the Multi-Valued Neuron (MVN) and MVN-based neural networks. It contains a comprehensive observation of MVN theory, its

Complex-Valued Neural Networks with Mult

📁 Complex-Valued Neural Networks with Multi-Valued Neurons

✍ Igor Aizenberg (auth.) 📂 Library 📅 2011 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

Complex-Valued Neural Networks have higher functionality, learn faster and generalize better than their real-valued counterparts.This book is devoted to the Multi-Valued Neuron (MVN) and MVN-based neural networks. It contains a comprehensive observation of MVN theory, its

Supervised Learning with Complex-valued

📁 Supervised Learning with Complex-valued Neural Networks

✍ Sundaram Suresh, Narasimhan Sundararajan, Ramasamy Savitha (auth.) 📂 Library 📅 2013 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

Recent advancements in the field of telecommunications, medical imaging and signal processing deal with signals that are inherently time varying, nonlinear and complex-valued. The time varying, nonlinear characteristics of these signals can be effectively analyzed using artificial neural netwo