Can I read Modular Learning in Neural Networks : a Modularized Approach to Neural Network Classification on EtoBox?

Modular Learning in Neural Networks : a Modularized Approach to Neural Network Classification by Hrycej, Tomas, 1954- is a book available to read on EtoBox.

What is Modular Learning in Neural Networks : a Modularized Approach to Neural Network Classification about?

This important new work recognizes the advanced nature of today's artificial neural networks, uniquely emphasizing a modular approach to neural network learning. By breaking down the learning task into relatively independent parts of lower complexity, Modular Learning in Neural Networks demonstrates how neural network learning can be made more powerful and efficient. The book's modular approach, unlike the monolithic viewpoint, admits intermediary solution stages whose success can be independently verified, as in other engineering fields. Each stage can be evaluated before moving on to the subsequent one, and the reason for possible failures can be analyzed, ultimately leading to the improved development and engineering of applications. The modular approach also takes into account growing network complexity, reducing the difficulty of such inevitable problems as scaling and convergence. Modular Learning in Neural Networks' modular approach is also fully in step with important psychological and neurobiological research. Studies in developmental psychology demonstrate the incremental nature of human learning, in which the success of each stage is conditioned by the successful accompl

Author

Hrycej, Tomas, 1954-

Publisher

Wiley-interscience

Published

1992

Language

EN

ISBN

9780471571544

Subjects

Computer Science, Science, Reference