From Synapses to Rules

Name: From Synapses to Rules
Brand: Springer Science+Business Media
SKU: 9780306474026
Price: 3426 CZK
Availability: InStock

Discovering Symbolic Rules from Neural Processed Data

Autor: Bruno Apolloni, Franz Kurfess

Jazyk:

Vazba: Pevná

Vydavatel: Springer Science+Business Media

Dostupnost: Skladem u dodavatele

Odesíláme za 10-13 dnů

3 426 Kč

"The book aims to propose a theoretical and applicatory framework for extracting formal rules from d...

Informace o knize

Autor

Bruno Apolloni, Franz Kurfess

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2002

Stránek

388

EAN

9780306474026

ISBN

0306474026

Enbook ID

01379535

Vydavatel

Springer Science+Business Media

Hmotnost

976

Rozměry

178 x 254 x 27

Kompletní popis

"The book aims to propose a theoretical and applicatory framework for extracting formal rules from data. To this end recent approaches in relevant disciplines are examined that bring together two typical goals of conventional Artificial Intelligence and connectionism - respectively, deducing within an axiomatic shell formal rules about a phenomenon and inferring the actual behavior of it from examples - into a challenging inferential framework where we learn from data and understand what we have learned. The goal is to obtain a translation of the subsymbolic structure of the data - stored in the synapses of a neural network - into formal properties described by rules.§To capture this journey from synapses to rules and then render it manageable for real world learning tasks, the contributions deal in depth with the following aspects: i. theoretical foundations of learning algorithms and soft computing; ii. intimate relationships between symbolic and subsymbolic reasoning methods; iii. integration of the related hosting architectures in both physiological and artificial brain. "

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

From Synapses to Rules

Discovering Symbolic Rules from Neural Processed Data

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také