Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines

0 avg rating
( 0 ratings by GoodReads )
 
9780124104075: Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines

Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines is a must-read for all scientists about a very simple computation method designed to simulate big-data neural processing. This book is inspired by the Calculus Ratiocinator idea of Gottfried Leibniz, which is that machine computation should be developed to simulate human cognitive processes, thus avoiding problematic subjective bias in analytic solutions to practical and scientific problems. The reduced error logistic regression (RELR) method is proposed as such a "Calculus of Thought." This book reviews how RELR's completely automated processing may parallel important aspects of explicit and implicit learning in neural processes. It emphasizes the fact that RELR is really just a simple adjustment to already widely used logistic regression, along with RELR's new applications that go well beyond standard logistic regression in prediction and explanation. Readers will learn how RELR solves some of the most basic problems in today's big and small data related to high dimensionality, multi-colinearity, and cognitive bias in capricious outcomes commonly involving human behavior. Features include: provides a high-level introduction and detailed reviews of the neural, statistical and machine learning knowledge base as a foundation for a new era of smarter machines; argues that smarter machine learning to handle both explanation and prediction without cognitive bias must have a foundation in cognitive neuroscience and must embody similar explicit and implicit learning principles that occur in the brain; and offers a new neuromorphic foundation for machine learning based upon the reduced error logistic regression (RELR) method and provides simple examples of RELR computations in toy problems that can be accessed in spreadsheet workbooks through a companion website.

"synopsis" may belong to another edition of this title.

Review:

".Rice argues that cognitive machines will need to be neuromorphic, that is, based upon neuroscience, in order to simulate aspects of human cognition. He sets out the most fundamental and important concepts in modern cognitive neuroscience, including neural dynamics, implicit and explicit learning, neural synchrony, Hebbian spike-timing dependent plasticity, and neural Darwinism."--ProtoView.com, February 2014

About the Author:

Daniel M. Rice is Principal and Senior Scientist of Rice Analytics. He founded the business in early 1996 as a sole proprietorship, but it was incorporated into its current structure in 2006. Prior to 1996, he was an assistant professor at the University of California-Irvine and the University of Southern California. Dan has almost 25 years of research project and advanced statistical modeling experience for major organizations that include the National Institute on Aging, Eli Lilly, Anheuser-Busch, Sears Portrait Studios, Hewlett-Packard, UBS, and Bank of America. He has a Ph.D. from the University of New Hampshire in Cognitive Neuroscience and Postdoctoral training in Applied Statistics from the University of California-Irvine. Dan is a previous recipient of an Individual National Research Service Award from the National Institutes of Health and is author of more than 20 publications, many of which are in conference proceedings and peer-reviewed journals in cognitive neuroscience and statistics.

"About this title" may belong to another edition of this title.

Top Search Results from the AbeBooks Marketplace

1.

Daniel M. Rice
Published by Elsevier Science Publishing Co Inc, United States (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Paperback Quantity Available: 10
Seller
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description Elsevier Science Publishing Co Inc, United States, 2013. Paperback. Book Condition: New. 229 x 157 mm. Language: English . Brand New Book. Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines is a must-read for all scientists about a very simple computation method designed to simulate big-data neural processing. This book is inspired by the Calculus Ratiocinator idea of Gottfried Leibniz, which is that machine computation should be developed to simulate human cognitive processes, thus avoiding problematic subjective bias in analytic solutions to practical and scientific problems. The reduced error logistic regression (RELR) method is proposed as such a Calculus of Thought. This book reviews how RELR s completely automated processing may parallel important aspects of explicit and implicit learning in neural processes. It emphasizes the fact that RELR is really just a simple adjustment to already widely used logistic regression, along with RELR s new applications that go well beyond standard logistic regression in prediction and explanation. Readers will learn how RELR solves some of the most basic problems in today s big and small data related to high dimensionality, multi-colinearity, and cognitive bias in capricious outcomes commonly involving human behavior. Bookseller Inventory # AA59780124104075

More Information About This Seller | Ask Bookseller a Question

Buy New
34.72
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

Daniel M. Rice
Published by Academic Press Inc 2013-12-13 (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 5
Seller
Chiron Media
(Wallingford, United Kingdom)
Rating
[?]

Book Description Academic Press Inc 2013-12-13, 2013. Hardcover. Book Condition: New. Bookseller Inventory # NU-ELS-00005193

More Information About This Seller | Ask Bookseller a Question

Buy New
32.24
Convert Currency

Add to Basket

Shipping: 2.99
From United Kingdom to U.S.A.
Destination, Rates & Speeds

3.

Daniel M. Rice
Published by Elsevier Science Publishing Co Inc, United States (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Paperback Quantity Available: 10
Seller
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description Elsevier Science Publishing Co Inc, United States, 2013. Paperback. Book Condition: New. 229 x 157 mm. Language: English . Brand New Book. Calculus of Thought: Neuromorphic Logistic Regression in Cognitive Machines is a must-read for all scientists about a very simple computation method designed to simulate big-data neural processing. This book is inspired by the Calculus Ratiocinator idea of Gottfried Leibniz, which is that machine computation should be developed to simulate human cognitive processes, thus avoiding problematic subjective bias in analytic solutions to practical and scientific problems. The reduced error logistic regression (RELR) method is proposed as such a Calculus of Thought. This book reviews how RELR s completely automated processing may parallel important aspects of explicit and implicit learning in neural processes. It emphasizes the fact that RELR is really just a simple adjustment to already widely used logistic regression, along with RELR s new applications that go well beyond standard logistic regression in prediction and explanation. Readers will learn how RELR solves some of the most basic problems in today s big and small data related to high dimensionality, multi-colinearity, and cognitive bias in capricious outcomes commonly involving human behavior. Bookseller Inventory # AA59780124104075

More Information About This Seller | Ask Bookseller a Question

Buy New
37.43
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Rice, Daniel M
Published by Academic Pr (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 2
Seller
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Academic Pr, 2013. Hardcover. Book Condition: Brand New. 1st edition. 272 pages. 9.25x6.25x0.50 inches. In Stock. Bookseller Inventory # __012410407X

More Information About This Seller | Ask Bookseller a Question

Buy New
40.92
Convert Currency

Add to Basket

Shipping: 6
From United Kingdom to U.S.A.
Destination, Rates & Speeds

5.

Rice, Daniel M
Published by Academic Press (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 1
Seller
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description Academic Press, 2013. Hardcover. Book Condition: New. book. Bookseller Inventory # 012410407X

More Information About This Seller | Ask Bookseller a Question

Buy New
49.53
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

6.

RICE, DANIEL
Published by Academic Press (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 1
Seller
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Academic Press, 2013. Hardback. Book Condition: NEW. 9780124104075 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Bookseller Inventory # HTANDREE0894215

More Information About This Seller | Ask Bookseller a Question

Buy New
43
Convert Currency

Add to Basket

Shipping: 8
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

RICE, DANIEL
Published by Academic Press (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 1
Seller
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description Academic Press, 2013. Hardback. Book Condition: NEW. 9780124104075 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Bookseller Inventory # HTANDREE01198113

More Information About This Seller | Ask Bookseller a Question

Buy New
43
Convert Currency

Add to Basket

Shipping: 8
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Rice, Daniel M.
Published by Academic Press (2016)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Paperback Quantity Available: 1
Print on Demand
Seller
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Academic Press, 2016. Paperback. Book Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Bookseller Inventory # ria9780124104075_lsuk

More Information About This Seller | Ask Bookseller a Question

Buy New
51.16
Convert Currency

Add to Basket

Shipping: 3.34
From United Kingdom to U.S.A.
Destination, Rates & Speeds

9.

Daniel M Rice
Published by Academic Press 2013-11-21 (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New Hardcover Quantity Available: 1
Seller
Lost Books
(AUSTIN, TX, U.S.A.)
Rating
[?]

Book Description Academic Press 2013-11-21, 2013. Hardcover. Book Condition: New. 1. 012410407X. Bookseller Inventory # 725622

More Information About This Seller | Ask Bookseller a Question

Buy New
52.68
Convert Currency

Add to Basket

Shipping: 3.21
Within U.S.A.
Destination, Rates & Speeds

10.

Daniel M. Rice
Published by Elsevier Science Publishing Co Inc 2013-12-17, San Diego (2013)
ISBN 10: 012410407X ISBN 13: 9780124104075
New paperback Quantity Available: > 20
Seller
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Elsevier Science Publishing Co Inc 2013-12-17, San Diego, 2013. paperback. Book Condition: New. Bookseller Inventory # 9780124104075

More Information About This Seller | Ask Bookseller a Question

Buy New
56.66
Convert Currency

Add to Basket

Shipping: 4.50
From United Kingdom to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book