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Author: Grace Lindsay Publisher: Bloomsbury Publishing ISBN: 1472966457 Category : Science Languages : en Pages : 401
Book Description
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.
Author: Grace Lindsay Publisher: Bloomsbury Publishing ISBN: 1472966457 Category : Science Languages : en Pages : 401
Book Description
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.
Author: Grace Lindsay Publisher: Bloomsbury Publishing ISBN: 1472966430 Category : Mathematics Languages : en Pages : 401
Book Description
Explores the value of describing the machinery of neuroscience using the elegant language of mathematics and reveals in full the remarkable fruits of this endeavour.
Author: Grace Lindsay Publisher: Bloomsbury Publishing ISBN: 1472966422 Category : Mathematics Languages : en Pages : 401
Book Description
Intro -- Half-Title -- Series -- Dedication -- Title -- Contents -- Chapter 1: Spherical Cows -- Chapter 2: How Neurons Get Their Spike -- Chapter 3: Learning to Compute -- Chapter 4: Making and Maintaining Memories -- Chapter 5: Excitation and Inhibition -- Chapter 6: Stages of Sight -- Chapter 7: Cracking the Neural Code -- Chapter 8: Movement in Low Dimensions -- Chapter 9: From Structure to Function -- Chapter 10: Making Rational Decisions -- Chapter 11: How Rewards Guide Actions -- Chapter 12: Grand Unified Theories of the Brain -- Mathematical Appendix -- Acknowledgements -- Bibliography -- Index -- Copyright.
Author: John E. Gedo Publisher: University of Chicago Press ISBN: 0226284875 Category : Psychology Languages : en Pages : 235
Book Description
In an effort to expand the clinical theory of psychoanalysis, John E. Gedo and Arnold Goldberg delineate and order the various generally accepted systems of psychological functioning, considered here as "models of the mind." The authors provide a historical review of four major models of the mind: the topographic model, the reflex arc model, the tripartite model, and an object relations model. They then investigate the possible hierarchical interrelationships of such models. Each model is shown to represent a different facet of mental functioning and is thus employable on an ad hoc basis. The models are shown not to cancel on another out but to allow for theoretical complementarity. Gedo and Goldberg apply their theory to four classic psychoanalytic case studies to demonstrate its effectiveness: Freud's Rat Man, his Wolf Man, the case of Daniel Paul Schreber, and a case of arrested development. For each of these cases the authors show how it would have been both possible and advantageous to apply a variety of different theories as facts about each continued to accumulate.
Author: Ronald Britton Publisher: Routledge ISBN: 0429911378 Category : Psychology Languages : en Pages : 182
Book Description
This book begins with an exploration of the relationship between mind and brain. It then examines various psychoanalytic models of the mind and moves to the task of the analyst to discover the unconscious models that shape his or her patients' picture of him/herself and others. The familiar models are mainly drawn from psychoanalytic practice but are supplemented from myths, religion, and literature. Developments in adjacent scientific fields such as quantum biology and new ideas about evolution are discussed that suggest cellular genetic modification can take place as a consequence of interaction with the outside world. This gives hope perhaps to the idea that not only the mind can learn from experience but also the brain.
Author: A. A. Long Publisher: Harvard University Press ISBN: 067472903X Category : Body, Mind & Spirit Languages : en Pages : 248
Book Description
A. A. Long’s study of Greek notions of mind and human selfhood is anchored in questions of universal interest. What happens to us when we die? How is the mind or soul related to the body? Are we responsible for our own happiness? Can we achieve autonomy? Long shows that Greek thinkers’ modeling of the mind gave us metaphors that we still live by.
Author: Christopher Dare Publisher: Routledge ISBN: 0429899831 Category : Psychology Languages : en Pages : 222
Book Description
The authors succeed in putting Freud's models of the mind into a historical and developmental framework and show the complexity of his thinking on the relationship between the conscious and unconscious mind.
Author: Dario D. Salvucci Publisher: Oxford University Press ISBN: 0199733562 Category : Business & Economics Languages : en Pages : 317
Book Description
This book presents the theory of threaded cognition, a theory that aims to explain the multitasking mind. The theory states that multitasking behavior can be expressed as cognitive threads-independent streams of thought that weave through the mind's processing resources to produce multitasking behavior, and sometimes experience conflicts to produce multitasking interference. Grounded in the ACT-R cognitive architecture, threaded cognition incorporates computational representations and mechanisms used to simulate and predict multitasking behavior and performance.
Author: Margaret A. Boden Publisher: Cambridge University Press ISBN: 9780521270335 Category : Medical Languages : en Pages : 306
Book Description
This book shows how computer models are used to study many psychological phenomena - including vision, language, reasoning, and learning.
Author: Roger Reynolds Publisher: Routledge ISBN: 1136091866 Category : Music Languages : en Pages : 330
Book Description
This new edition of Mind Models reintroduces and renews a classic work on 20th century composition, one that has remained relevant for over a quarter century -- and should remain a central reading for decades to come.
Author: Grace Lindsay
Author: Grace Lindsay
Author: Grace Lindsay
Author: Grace Lindsay
Author: John E. Gedo
Author: Ronald Britton
Author: A. A. Long
Author: Christopher Dare
Author: Dario D. Salvucci
Author: Margaret A. Boden
Author: Roger Reynolds