Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)

Valutazione media 0
( su 0 valutazioni fornite da Goodreads )
 
9780817639495: Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)

The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

From the Back Cover:

The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. What emerges is a Church-Turing-like thesis, applied to the field of analog computation, which features the neural network model in place of the digital Turing machine. This new concept can serve as a point of departure for the development of alternative, supra-Turing, computational theories. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics.

The topics covered in this work will appeal to a wide readership from a variety of disciplines. Special care has been taken to explain the theory clearly and concisely. The first chapter review s the fundamental terms of modern computational theory from the point of view of neural networks and serves as a reference for the remainder of the book. Each of the subsequent chapters opens with introductory material and proceeds to explain the chapter’s connection to the development of the theory. Thereafter, the concept is defined in mathematical terms.

Although the notion of a neural network essentially arises from biology, many engineering applications have been found through highly idealized and simplified models of neuron behavior. Particular areas of application have been as diverse as explosives detection in airport security, signature verification, financial and medical times series prediction, vision, speech processing, robotics, nonlinear control, and signal processing. The focus in all of these models is entirely on the behavior of networks as computer.

The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.

Review:

"All of the three primary questions are considered: What computational models can the net simulate (within polynomial bounds)? What are the computational complexity classes that are relevant to the net? How does the net (which, after all, is an analog device) relate to Church’s thesis? Moreover the power of the basic model is also analyzed when the domain of reals is replaced by the rationals and the integers."

―Mathematical Reviews

"Siegelmann's book focuses on the computational complexities of neural networks and making this research accessible...the book accomplishes the said task nicely."

---SIAM Review, Vol. 42, No 3.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

I migliori risultati di ricerca su AbeBooks

1.

Hava T. Siegelmann
Editore: BIRKHAUSER BOSTON INC, United States (1999)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 10
Da
Book Depository hard to find
(London, Regno Unito)
Valutazione libreria
[?]

Descrizione libro BIRKHAUSER BOSTON INC, United States, 1999. Hardback. Condizione libro: New. 1999 ed.. Language: English . This book usually ship within 10-15 business days and we will endeavor to dispatch orders quicker than this where possible. Brand New Book. The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students. Codice libro della libreria LIE9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 133,93
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: Italia
Destinazione, tempi e costi

2.

Hava T. Siegelmann
Editore: Birkhäuser (1998)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 1
Da
Ergodebooks
(RICHMOND, TX, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Birkhäuser, 1998. Hardcover. Condizione libro: New. 1997. Codice libro della libreria DADAX0817639497

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 126,80
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 12,04
Da: U.S.A. a: Italia
Destinazione, tempi e costi

3.

Siegelmann, Hava
Editore: Birkhäuser (2016)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Paperback Quantità: 1
Print on Demand
Da
Ria Christie Collections
(Uxbridge, Regno Unito)
Valutazione libreria
[?]

Descrizione libro Birkhäuser, 2016. Paperback. Condizione libro: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Codice libro della libreria ria9780817639495_lsuk

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 133,94
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 4,92
Da: Regno Unito a: Italia
Destinazione, tempi e costi

4.

Hava T. Siegelmann
Editore: Birkhauser Boston Inc (1998)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Quantità: > 20
Print on Demand
Da
Pbshop
(Wood Dale, IL, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Birkhauser Boston Inc, 1998. HRD. Condizione libro: New. New Book.Shipped from US within 10 to 14 business days.THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Codice libro della libreria IP-9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 132,32
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 9,89
Da: U.S.A. a: Italia
Destinazione, tempi e costi

5.

Hava T. Siegelmann
Editore: Birkhauser Boston Inc (1998)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Quantità: > 20
Print on Demand
Da
Books2Anywhere
(Fairford, GLOS, Regno Unito)
Valutazione libreria
[?]

Descrizione libro Birkhauser Boston Inc, 1998. HRD. Condizione libro: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND.Established seller since 2000. Codice libro della libreria IP-9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 133,29
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 11,15
Da: Regno Unito a: Italia
Destinazione, tempi e costi

6.

Hava Siegelmann
Editore: Birkhäuser (1998)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 15
Print on Demand
Da
Valutazione libreria
[?]

Descrizione libro Birkhäuser, 1998. Condizione libro: New. This item is printed on demand for shipment within 3 working days. Codice libro della libreria LP9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 142,80
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 6,99
Da: Germania a: Italia
Destinazione, tempi e costi

7.

HAVA T. SIEGELMANN
Editore: BirkhÇÏuser (1998)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 10
Da
Herb Tandree Philosophy Books
(Stroud, GLOS, Regno Unito)
Valutazione libreria
[?]

Descrizione libro BirkhÇÏuser, 1998. Hardback. Condizione libro: NEW. 9780817639495 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Codice libro della libreria HTANDREE0285576

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 142,75
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 8,92
Da: Regno Unito a: Italia
Destinazione, tempi e costi

8.

Siegelmann, Hava T.
Editore: Birkhäuser (2017)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 2
Print on Demand
Da
Murray Media
(North Miami Beach, FL, U.S.A.)
Valutazione libreria
[?]

Descrizione libro Birkhäuser, 2017. Hardcover. Condizione libro: New. This item is printed on demand. Codice libro della libreria P110817639497

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 146,62
Convertire valuta

Aggiungere al carrello

Spese di spedizione: EUR 17,19
Da: U.S.A. a: Italia
Destinazione, tempi e costi

9.

Hava T. Siegelmann
Editore: BIRKHAUSER BOSTON INC, United States (1999)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 10
Print on Demand
Da
The Book Depository
(London, Regno Unito)
Valutazione libreria
[?]

Descrizione libro BIRKHAUSER BOSTON INC, United States, 1999. Hardback. Condizione libro: New. 1999 ed.. Language: English . Brand New Book ***** Print on Demand *****.The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students. Codice libro della libreria APC9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 164,74
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: Italia
Destinazione, tempi e costi

10.

Hava T. Siegelmann
Editore: BIRKHAUSER BOSTON INC, United States (1999)
ISBN 10: 0817639497 ISBN 13: 9780817639495
Nuovi Rilegato Quantità: 10
Print on Demand
Da
The Book Depository US
(London, Regno Unito)
Valutazione libreria
[?]

Descrizione libro BIRKHAUSER BOSTON INC, United States, 1999. Hardback. Condizione libro: New. 1999 ed.. Language: English . Brand New Book ***** Print on Demand *****. The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students. Codice libro della libreria APC9780817639495

Maggiori informazioni su questa libreria | Fare una domanda alla libreria

Compra nuovo
EUR 166,10
Convertire valuta

Aggiungere al carrello

Spese di spedizione: GRATIS
Da: Regno Unito a: Italia
Destinazione, tempi e costi

Vedi altre copie di questo libro

Vedi tutti i risultati per questo libro