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Cover: 9783662689790 | Artificial Intelligence and Brain Research | Patrick Krauss | Buch
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Artificial Intelligence and Brain Research
Neural Networks, Deep Learning and the Future of Cognition
Taschenbuch von Patrick Krauss
Sprache: Englisch

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Über den Autor
Patrick Krauss studied medicine, computer science and physics. After completing his doctorate in neuroscience, he habilitated in linguistics on the subject of language processing in neural networks and the brain. He researches and teaches at the University of Erlangen-Nuremberg and the University Hospital Erlangen on topics at the interface of neuroscience, artificial intelligence and language. His scientific work includes over 80 publications.
Inhaltsverzeichnis
Part I: Brain research.- The most complex system in the universe.- Building blocks of the nervous system.- Organization of the nervous system.- Organization of the cortex.- Imaging techniques: Watching the brain think.- Memory.- Language.- Cognitive maps and navigation in mental spaces.- Consciousness.- Part II: Artificial intelligence.- What is artificial intelligence.- How does artificial intelligence learn.- Playful artificial intelligence.- Recurrence: learning is not a one-way street.- Creativity: generative artificial intelligence.- Language-talented AI: ChatGPT and co.- How AI learns to learn.- What are AI developers researching today?.- Part III: Challenges.- What is a toaster? Dangerous stickers and other attacks.- Images in rain and sun: It's all about the data.- Hallucinating machines: Fact checks and world models.- Alchemy, reproducibility and black boxes.- A critical appraisal: What AI can't (yet) do.- Challenges of brain research.- What does it mean to understand a system?.- Part IV: Integration.- AI as a tool in brain research.- AI as a model for the brain.- Neuroscience 20: Using brain research to understand AI.- The brain as a template for AI.- Conscious machines?.- Outlook: Holodecks, uploads, brains in tanks and the singularity.
Details
Erscheinungsjahr: 2024
Fachbereich: Therapie
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: xii
260 S.
32 s/w Illustr.
260 p. 32 illus.
ISBN-13: 9783662689790
ISBN-10: 3662689790
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Krauss, Patrick
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Maße: 235 x 155 x 15 mm
Von/Mit: Patrick Krauss
Erscheinungsdatum: 13.07.2024
Gewicht: 0,417 kg
Artikel-ID: 128636935
Über den Autor
Patrick Krauss studied medicine, computer science and physics. After completing his doctorate in neuroscience, he habilitated in linguistics on the subject of language processing in neural networks and the brain. He researches and teaches at the University of Erlangen-Nuremberg and the University Hospital Erlangen on topics at the interface of neuroscience, artificial intelligence and language. His scientific work includes over 80 publications.
Inhaltsverzeichnis
Part I: Brain research.- The most complex system in the universe.- Building blocks of the nervous system.- Organization of the nervous system.- Organization of the cortex.- Imaging techniques: Watching the brain think.- Memory.- Language.- Cognitive maps and navigation in mental spaces.- Consciousness.- Part II: Artificial intelligence.- What is artificial intelligence.- How does artificial intelligence learn.- Playful artificial intelligence.- Recurrence: learning is not a one-way street.- Creativity: generative artificial intelligence.- Language-talented AI: ChatGPT and co.- How AI learns to learn.- What are AI developers researching today?.- Part III: Challenges.- What is a toaster? Dangerous stickers and other attacks.- Images in rain and sun: It's all about the data.- Hallucinating machines: Fact checks and world models.- Alchemy, reproducibility and black boxes.- A critical appraisal: What AI can't (yet) do.- Challenges of brain research.- What does it mean to understand a system?.- Part IV: Integration.- AI as a tool in brain research.- AI as a model for the brain.- Neuroscience 20: Using brain research to understand AI.- The brain as a template for AI.- Conscious machines?.- Outlook: Holodecks, uploads, brains in tanks and the singularity.
Details
Erscheinungsjahr: 2024
Fachbereich: Therapie
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: xii
260 S.
32 s/w Illustr.
260 p. 32 illus.
ISBN-13: 9783662689790
ISBN-10: 3662689790
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Krauss, Patrick
Hersteller: Springer-Verlag GmbH
Springer Berlin Heidelberg
Maße: 235 x 155 x 15 mm
Von/Mit: Patrick Krauss
Erscheinungsdatum: 13.07.2024
Gewicht: 0,417 kg
Artikel-ID: 128636935
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