Switching in Boolean Circuits and Modelling Cognition through Neuroids

Language: English

Published by LAP LAMBERT Academic Publishing Nov 2016, 2016

3659968552 / 9783659968556

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This item is printed on demand - Print on Demand Titel. Neuware -In computational complexity theory, Håstad's switching lemma is a vital analytical tool for proving lower bounds on the size of constant-depth Boolean circuits. In essence, the switching lemma says that, given an arbitrary formula in disjunctive normal form, if we set some fraction of the variables randomly, then with high probability, the restricted function can be computed by a decision tree of small depth. The first chapter of this book begins with a discussion on Håstad's switching lemma, and its usefulness in proving that PARITY does not belong to AC0. Then, it moves on to discussing the extended switching lemma and its proof. The second chapter critiques the neuroidal model for cognition proposed by Valiant. It starts off by discussing the motivation behind Valiant's work, and then explores the physiology of the brain and some insights from cognitive psychology that led to this model. Next, the actual model is described in extensive detail, and the algorithm put forward by Valiant for implementing unsupervised memorization within his model is presented as a case study. The book concludes by stating the relevance of the neuroidal model for building cognitive computing systems.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 76 pp. Englisch.…

Seller Inventory # 9783659968556

Title
Switching in Boolean Circuits and Modelling Cognition through Neuroids
Author
Pritam Bhattacharya
Publisher
LAP LAMBERT Academic Publishing Nov 2016
Publication year
2016
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659968552
ISBN 13
9783659968556
Item weight
131 grams
Dimensions
220x150x6 mm

buchversandmimpf2000

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