Brain Computations and Connectivity
The subject of this book is how the brain works. In order to understand this, it is essential to know what is computed by different brain systems; and how the computations are performed. The aim of this book is to elucidate what is computed in different brain systems; and to describe current computa...
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| Format: | Online |
| Langue: | anglais |
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Oxford University Press
2023
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| Accès en ligne: | https://library.oapen.org/handle/20.500.12657/63871 |
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| _version_ | 1869529387365302272 |
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| author | Rolls, Edmund T. |
| author_browse | Rolls, Edmund T. |
| author_facet | Rolls, Edmund T. |
| author_sort | Rolls, Edmund T. |
| collection | Directory of Open Access Books |
| description | The subject of this book is how the brain works. In order to understand this, it is essential to know what is computed by different brain systems; and how the computations are performed. The aim of this book is to elucidate what is computed in different brain systems; and to describe current computational approaches and models of how each of these brain systems computes. Understanding the brain in this way has enormous potential for understanding ourselves better in health and in disease. Potential applications of this understanding are to the treatment of the brain in disease; and to artificial intelligence which will benefit from knowledge of how the brain performs many of its extraordinarily impressive functions.
This book is pioneering in taking this approach to brain function: to consider what is computed by many of our brain systems; and how it is computed.
The book is also pioneering in taking biologically plausible approaches to brain computation.
The book is also pioneering in incorporating evidence on the connectivity of 360 cortical regions in the human brain, making the book highly relevant to understanding the human brain.
The book will be of interest to all scientists interested in brain function and how the brain works, whether they are from neuroscience, or from medical sciences including neurology and psychiatry, or from the area of computational science including machine learning and artificial intelligence, or from areas such as theoretical physics. |
| format | Online |
| id | doab-20.500.12854ir-112281 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2023 |
| publishDateRange | 2023 |
| publishDateSort | 2023 |
| publisher | Oxford University Press |
| publisherStr | Oxford University Press |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1122812025-07-17T09:59:57Z Brain Computations and Connectivity Rolls, Edmund T. neuroscience, brain, cerebral cortex, psychiatry, machine learning, computational neuroscience, neuroimaging, neurology, deep learning, memory, emotion, perception, mind and brain, consciousness thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences The subject of this book is how the brain works. In order to understand this, it is essential to know what is computed by different brain systems; and how the computations are performed. The aim of this book is to elucidate what is computed in different brain systems; and to describe current computational approaches and models of how each of these brain systems computes. Understanding the brain in this way has enormous potential for understanding ourselves better in health and in disease. Potential applications of this understanding are to the treatment of the brain in disease; and to artificial intelligence which will benefit from knowledge of how the brain performs many of its extraordinarily impressive functions. This book is pioneering in taking this approach to brain function: to consider what is computed by many of our brain systems; and how it is computed. The book is also pioneering in taking biologically plausible approaches to brain computation. The book is also pioneering in incorporating evidence on the connectivity of 360 cortical regions in the human brain, making the book highly relevant to understanding the human brain. The book will be of interest to all scientists interested in brain function and how the brain works, whether they are from neuroscience, or from medical sciences including neurology and psychiatry, or from the area of computational science including machine learning and artificial intelligence, or from areas such as theoretical physics. 2023-08-08T06:50:48Z 2023-08-08T06:50:48Z 2023-07-12T09:48:45Z 2023 book https://library.oapen.org/handle/20.500.12657/63871 https://directory.doabooks.org/handle/20.500.12854/112281 eng open access image/jpeg image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International Attribution-NonCommercial-NoDerivatives 4.0 International https://library.oapen.org/bitstream/20.500.12657/63871/1/9780198887928_WEB2.pdf https://library.oapen.org/bitstream/20.500.12657/63871/1/9780198887928_WEB2.pdf Oxford University Press 10.1093/oso/9780198887911.001.0001 10.1093/oso/9780198887911.001.0001 db4e319f-ca9f-449a-bcf2-37d7c6f885b1 Gatsby Charitable Foundation 6df14241-a06a-4af1-b009-8d198c12eb14 1174 Oxford open access |
| spellingShingle | neuroscience, brain, cerebral cortex, psychiatry, machine learning, computational neuroscience, neuroimaging, neurology, deep learning, memory, emotion, perception, mind and brain, consciousness thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Rolls, Edmund T. Brain Computations and Connectivity |
| title | Brain Computations and Connectivity |
| title_full | Brain Computations and Connectivity |
| title_fullStr | Brain Computations and Connectivity |
| title_full_unstemmed | Brain Computations and Connectivity |
| title_short | Brain Computations and Connectivity |
| title_sort | brain computations and connectivity |
| topic | neuroscience, brain, cerebral cortex, psychiatry, machine learning, computational neuroscience, neuroimaging, neurology, deep learning, memory, emotion, perception, mind and brain, consciousness thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| topic_facet | neuroscience, brain, cerebral cortex, psychiatry, machine learning, computational neuroscience, neuroimaging, neurology, deep learning, memory, emotion, perception, mind and brain, consciousness thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences thema EDItEUR::J Society and Social Sciences::JM Psychology::JMM Physiological and neuro-psychology, biopsychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMR Cognition and cognitive psychology thema EDItEUR::J Society and Social Sciences::JM Psychology::JMA Psychological theory, systems, schools and viewpoints::JMAQ Cognitivism, cognitive theory thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| url | https://library.oapen.org/handle/20.500.12657/63871 |
| work_keys_str_mv | AT rollsedmundt braincomputationsandconnectivity |