The Amazing Journey of Reason : : From DNA to Artificial Intelligence.
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Superior document: | SpringerBriefs in Computer Science Series |
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Place / Publishing House: | Cham : : Springer International Publishing AG,, 2019. ©2020. |
Year of Publication: | 2019 |
Edition: | 1st ed. |
Language: | English |
Series: | SpringerBriefs in Computer Science Series
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Online Access: | |
Physical Description: | 1 online resource (125 pages) |
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Table of Contents:
- Intro
- Preface
- Skipping Math
- Acknowledgements
- Contents
- Chapter 1: Life, Energy and Information
- What Is Life?
- The Decay Towards Equilibrium
- Energy Extraction Requires Information
- Defining Information
- Information Storage Requires Energy
- Storing Information
- Chapter 2: From the Big Bang to Living Cells
- Intelligent Systems
- Ex-Nihilo Energy and Information
- The Emergence of Complexity
- Life Without Selection
- The Startups of Life
- Amino Acids - The Entrepreneurs of Life
- The Secret of Life
- Evolution Through Learning
- Artificial Neural Networks and DNA
- Collaboration and Eukaryotes
- The Importance of Scientific Revolutions
- Chapter 3: From Complex Organisms to Societies
- Intelligence Needs Energy
- Sleep, Death and Reproduction
- The Limits of Unicellular Organisms
- From Interaction to Cognitive Processes
- Nervous System or the Forgotten Transition
- Origin of Neurons
- First Brains and Shallow Neural Networks
- Societies and Natural Selection
- Insects and Intelligent Societies
- The Social Body
- Chapter 4: The Human Social Brains
- Why a More Powerful Brain?
- The Primates' Brain
- What Makes a Homo
- The Anatomy of Language
- Agriculture and Cognitive Social Networks
- Empires and Networks
- The Expensive-Class Hypothesis
- Chapter 5: The Human Meta-Organism
- The Evolution of Communication in Homo sapiens
- More Communicans than Sapiens
- Communications Technologies and Topologies
- Internet Companies
- On Regulating the Private Sector
- The Evolution of Artificial Intelligence
- Appendix 1: More on Networks and Information
- Physicists Don't Like Networking
- Abby Normal Distributions
- Networks and Power
- The Emergence of Small-world Networks
- Entropy of Networks
- Barabasi-Albert small-world networks
- Why Power Law Appears in Networks.
- Code snippet: entropy of scale-free networks
- Appendix 2: Math and Real Life
- Two Scientists Playing Roulette
- Complexity in Numbers
- Appendix 3: How Artificial Neural Networks Work
- References.