Models of the mind : how physics, engineering and mathematics have shaped our understanding of the brain / [Pbk. ed.]
| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000046153062 | |
| 005 | 20250731150052 | |
| 008 | 230706r20222021enka b 001 0 eng d | |
| 020 | ▼a 9781472966438 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 082 | 0 4 | ▼a 612.8233 ▼2 23 |
| 084 | ▼a 612.8233 ▼2 DDCK | |
| 090 | ▼a 612.8233 ▼b L748m | |
| 100 | 1 | ▼a Lindsay, Grace ▼0 AUTH(211009)171999. |
| 245 | 1 0 | ▼a Models of the mind : ▼b how physics, engineering and mathematics have shaped our understanding of the brain / ▼c Grace Lindsay. |
| 250 | ▼a [Pbk. ed.]. | |
| 260 | ▼a London : ▼b Bloomsbury Sigma, ▼c 2022. | |
| 300 | ▼a 400 p. : ▼b ill. ; ▼c 22 cm. | |
| 490 | 1 | ▼a Bloomsbury Sigma series |
| 500 | ▼a First published in the United Kingdom in 2021. | |
| 504 | ▼a Includes bibliographical references (p. [379]-394) and index. | |
| 650 | 0 | ▼a Brain ▼x Mathematical models. |
| 650 | 0 | ▼a Computational neuroscience. |
| 830 | 0 | ▼a Bloomsbury Sigma series. |
| 945 | ▼a ITMT |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 과학도서관/Sci-Info(2층서고)/ | 청구기호 612.8233 L748m | 등록번호 121263519 (2회 대출) | 도서상태 대출중 | 반납예정일 2026-04-04 | 예약 예약가능 | 서비스 |
컨텐츠정보
책소개
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. Lindsay 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.정보제공 :
목차
Chapter 1 Spherical Cows 7 Chapter 2 How Neurons Get Their Spike 17 Chapter 3 Learning to Compute 49 Chapter 4 Making and Maintaining Memories 83 Chapter 5 Excitation and Inhibition 117 Chapter 6 Stages of Sight 151 Chapter 7 Cracking the Neural Code 183 Chapter 8 Movement in Low Dimensions 215 Chapter 9 From Structure to Function 247 Chapter 10 Making Rational Decisions 279 Chapter 11 How Rewards Guide Actions 309 Chapter 12 Grand Unified Theories of the Brain 341 Mathematical Appendix 365 Acknowledgements 377 Bibliography 379 Index 395
