Neuroscience for artificial intelligence:
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Singapore
Jenny Stanford Publishing
2023
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| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | x, 239 Seiten Illustrationen, Diagramme |
| ISBN: | 9789814968782 |
Staff View
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Contents Preface ix Acknowledgments xi 1. Evolving under Constraints 1.1 1.2 1.3 1.4 1.5 An Evolutionary Continuum Overall Structure of the Brain Number of Neurons and Their Connections Fuel for the Brain Summary 2. The Senses as Basic Input Olfaction 2.1.1 Prioritizing with Separation and Tagging? 2.1.2 The Spatiotemporal Resolution of Olfaction 2.2 Taste 2.3 Hearing 2.4 Visual Signal Processing in Each Cell 2.5 Sensing Mechanical Forces 2.1 2.6 Summary 3. Changing Priorities with Age 3.1 Growing and Learning with the Cerebellum 3.2 A Cortical Network that Ripens with Age 3.3 Summary 4. Memory in Cells 4.1 Engrams: Single-Cell Basis of Memory 4.2 To Engage More Cells for a Stronger Memory? 1 1 4 12 14 16 21 21 21 24 25 27 30 36 40 45 45 50 55 59 59 61
vi Contents 4.3 Competition for Allocation into a Memory Engram 54 4.4 4.5 4.6 Memory Consolidation in View of Hashing Combining Old and New Summary 68 71 77 5. Memory in Dendritic Spines 85 Spiny Neurons Local Spine Dynamics 5.2.1 Memory Decay Down to Individual Spines 5.2.2 New and Leaky 5.2.3 Thin and Learning Fast 85 92 5.3 Memory Replays at Synapses 5.4 Sharp-Wave Ripples—Weights of Dendritic Spines in Action 97 5.1 5.2 5.5 Gated Storage of New Details 5.6 Summary 6. Sleeping and Dreaming 6.1 6.2 6.3 6.4 6.5 6.6 6.7 Non-Rapid Eye Movement Sleep—Flushing Waste Out of the Brain and Stock-Up The Alternating and Progressing Phases of Sleep Interneurons—Global or Local Patterning with Brain-Wide Oscillations Evolutionarily Ancient Circuits Tapping into Our Dreams? Rapid Eye Movement Sleep Daydreaming and the Refreshing Effect of Switching Tasks Summary 7. Mastering Space and Time 7.1 Place Cells and Grid Cells 7.2 Stellate Neurons and Pyramidal Neurons for Objects and Grids? 92 92 96 97 100 105 113 113 117 120 124 126 136 137 147 147 154
Contents J vii Time or Rhythm? 156 Sensing Speed and Acceleration 159 The Vestibular System for Sensing Self-Motion 159 Vector Information from Other Cells Around the Hippocampus 162 7.7 Goal-Directed Vector Navigation 165 7.8 A More Versatile Generative Adversarial Network in the Brain? 166 7.9 Social Navigation 170 7.10 Summary 173 7.3 7.4 7.5 7.6 8. Arithmetics, Talking and Reading 8.1 A Distributed Network That Works Together 8.2 Object Tracking for Low Numbers 8.3 Torus and the Number of Functional Domains on the Hippocampus? 8.4 Analog Representation of Numbers in Humans and Animals 190 8.5 Abstract Representation of Numbers and Arithmetic Operations 193 8.6 Multi-Module Coordination during Singing 8.7 Talking or Reading 8.7.1 Hippocampus-Dependent Procedural Memory for Speaking 199 8.7.2 Reading from Grids to Details? 8.8 Summary 9. Causality and Cognitive Exploration 9.1 To Explore or Not 9.2 Expected or Unexpected 9.3 Path Diagrams and Counterfactuals in View of Navigation 9.4 Summary Index 183 183 185 187 195 199 201 205 211 211 216 220 223 229 |
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| spelling | Jia, Huijue Verfasser (DE-588)125515358X aut Neuroscience for artificial intelligence Huijue Jia Singapore Jenny Stanford Publishing 2023 © 2023 x, 239 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Artificial intelligence Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Hirnforschung (DE-588)4123382-7 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 s Neurowissenschaften (DE-588)7555119-6 s Hirnforschung (DE-588)4123382-7 s DE-604 Erscheint auch als Online-Ausgabe 978-1-003-41098-0 Erscheint auch als Online-Ausgabe 978-1-00-090885-5 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034856090&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jia, Huijue Neuroscience for artificial intelligence Artificial intelligence Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Hirnforschung (DE-588)4123382-7 gnd |
| subject_GND | (DE-588)7555119-6 (DE-588)4033447-8 (DE-588)4123382-7 |
| title | Neuroscience for artificial intelligence |
| title_auth | Neuroscience for artificial intelligence |
| title_exact_search | Neuroscience for artificial intelligence |
| title_exact_search_txtP | Neuroscience for artificial intelligence |
| title_full | Neuroscience for artificial intelligence Huijue Jia |
| title_fullStr | Neuroscience for artificial intelligence Huijue Jia |
| title_full_unstemmed | Neuroscience for artificial intelligence Huijue Jia |
| title_short | Neuroscience for artificial intelligence |
| title_sort | neuroscience for artificial intelligence |
| topic | Artificial intelligence Neurosciences Neurowissenschaften (DE-588)7555119-6 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd Hirnforschung (DE-588)4123382-7 gnd |
| topic_facet | Artificial intelligence Neurosciences Neurowissenschaften Künstliche Intelligenz Hirnforschung |
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