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Models of the mind (Record no. 565077)

000 -LEADER
fixed length control field 02394 a2200241 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220228155725.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220223b xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9781472966421
040 ## - CATALOGING SOURCE
Transcribing agency IIT Kanpur
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 612.8233
Item number L645m
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Lindsay, Grace
245 ## - TITLE STATEMENT
Title Models of the mind
Remainder of title how physics, engineering and mathematics have shaped our understanding of the brain
Statement of responsibility, etc Grace Lindsay
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher Bloomsbury sigma series
Year of publication 2021
Place of publication London
300 ## - PHYSICAL DESCRIPTION
Number of Pages 400p
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Bloomsbury sigma
500 ## - GENERAL NOTE
General note "This will change the way you think about thinking" Sean Carroll
520 ## - SUMMARY, ETC.
Summary, etc The human brain is made up of 85 billion neurons, which are connected by over 100 trillion synapses. For more than a century, a diverse array of researchers searched for a language that could be used to capture the essence of what these neurons do and how they communicate – and how those communications create thoughts, perceptions and actions. The language they were looking for was mathematics, and we would not be able to understand the brain as we do today without it.

In Models of the Mind, author and computational neuroscientist Grace Lindsay explains how mathematical models have allowed scientists to understand and describe many of the brain's processes, including decision-making, sensory processing, quantifying memory, and more. She introduces readers to the most important concepts in modern neuroscience, and highlights the tensions that arise when the abstract world of mathematical modelling collides with the messy details of biology.

Each chapter of Models of the Mind focuses on mathematical tools that have been applied in a particular area of neuroscience, progressing from the simplest building block of the brain – the individual neuron – through to circuits of interacting neurons, whole brain areas and even the behaviours that brains command. In addition, Grace examines the history of the field, starting with experiments done on frog legs in the late eighteenth century and building to the large models of artificial neural networks that form the basis of modern artificial intelligence. Throughout, she reveals the value of using the elegant language of mathematics to describe the machinery of neuroscience.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Brain -- Mathematical models
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Computational neuroscience
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Cost, replacement price Koha item type
        General Stacks PK Kelkar Library, IIT Kanpur PK Kelkar Library, IIT Kanpur 2022-03-07 112 519.35 612.8233 L645m A185668 799.00 Books

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