Książka New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing Leszek Rutkowski

New Soft Computing Techniques for System Modeling, Pattern Classification and Image Processing

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
633.67
This book presents new soft computing techniques for system modeling, pattern classification and ima...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2010
strony
374
EAN
9783642058202
ISBN
3642058205
Enbook ID
01651149
Waga
593
Wymiary
169 x 20 x 21

Pełny opis

This book presents new soft computing techniques for system modeling, pattern classification and image processing. The book consists of three parts, the first of which is devoted to probabilistic neural networks including a new approach which has proven to be useful for handling regression and classification problems in time-varying environments. The second part of the book is devoted to Soft Computing techniques for Image Compression including the vector quantization technique. The third part analyzes various types of recursive least square techniques for neural network learning as well as discussing hardware implemenations using systolic technology. By integrating various disciplines from the fields of soft computing science and engineering the book presents the key concepts for the creation of a human-friendly technology in our modern information society.

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