Algorithms and Architectures: Algorithms and Architectures - download pdf or read online
By Cornelius T. Leondes
This quantity is the 1st different and entire remedy of algorithms and architectures for the belief of neural community platforms. It provides ideas and various tools in several components of this huge topic. The e-book covers significant neural community platforms constructions for reaching potent structures, and illustrates them with examples.
This quantity comprises Radial foundation functionality networks, the Expand-and-Truncate studying set of rules for the synthesis of Three-Layer Threshold Networks, weight initialization, speedy and effective editions of Hamming and Hopfield neural networks, discrete time synchronous multilevel neural structures with decreased VLSI calls for, probabilistic layout ideas, time-based ideas, strategies for lowering actual consciousness standards, and functions to finite constraint problems.
A distinct and accomplished reference for a huge array of algorithms and architectures, this publication may be of use to practitioners, researchers, and scholars in business, production, electric, and mechanical engineering, in addition to in computing device technological know-how and engineering.
- Radial foundation functionality networks
- The Expand-and-Truncate studying set of rules for the synthesis of Three-Layer Threshold Networks
- Weight initialization
- Fast and effective variations of Hamming and Hopfield neural networks
- Discrete time synchronous multilevel neural platforms with decreased VLSI demands
- Probabilistic layout techniques
- Time-based techniques
- Techniques for lowering actual cognizance requirements
- Applications to finite constraint problems
- Practical cognizance equipment for Hebbian kind associative reminiscence systems
- Parallel self-organizing hierarchical neural community systems
- Dynamics of networks of organic neurons for usage in computational neuroscience
Read Online or Download Algorithms and Architectures: Algorithms and Architectures v. 1, Pt. 1 (Neural Network Systems Techniques and Applications) PDF
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Additional info for Algorithms and Architectures: Algorithms and Architectures v. 1, Pt. 1 (Neural Network Systems Techniques and Applications)
Algorithms and Architectures: Algorithms and Architectures v. 1, Pt. 1 (Neural Network Systems Techniques and Applications) by Cornelius T. Leondes