How to Build a Brain - Info and Reading Options

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Cover -- Contents -- Preface -- Acknowledgments -- 1 The Science of Cognition -- 1.1 The Last 50 Years -- 1.2 How We Got Here -- 1.3 Where We Are -- 1.4 Questions and Answers -- 1.5 Nengo: An Introduction -- PART I: HOW TO BUILD A BRAIN -- 2 An Introduction to Brain Building -- 2.1 Brain Parts -- 2.2 A Framework for Building a Brain -- 2.3 Levels -- 2.4 Nengo: Neural Representation -- 3 Biological Cognition: Semantics -- 3.1 The Semantic Pointer Hypothesis -- 3.2 What Is a Semantic Pointer? -- 3.3 Semantics: An Overview -- 3.4 Shallow Semantics -- 3.5 Deep Semantics for Perception -- 3.6 Deep Semantics for Action -- 3.7 The Semantics of Perception and Action -- 3.8 Nengo: Neural Computations -- 4 Biological Cognition-Syntax -- 4.1 Structured Representations -- 4.2 Binding Without Neurons -- 4.3 Binding With Neurons -- 4.4 Manipulating Structured Representations -- 4.5 Learning Structural Manipulations -- 4.6 Clean-Up Memory and Scaling -- 4.7 Example: Fluid Intelligence -- 4.8 Deep Semantics for Cognition -- 4.9 Nengo: Structured Representations in Neurons -- 5 Biological Cognition-Control -- 5.1 The Flow of Information -- 5.2 The Basal Ganglia -- 5.3 Basal Ganglia, Cortex, and Thalamus -- 5.4 Example: Fixed Sequences of Actions -- 5.5 Attention and the Routing of Information -- 5.6 Example: Flexible Sequences of Actions -- 5.7 Timing and Control -- 5.8 Example: The Tower of Hanoi -- 5.9 Nengo: Question Answering -- 6 Biological Cognition-Memory and Learning -- 6.1 Extending Cognition Through Time -- 6.2 Working Memory -- 6.3 Example: Serial List Memory -- 6.4 Biological Learning -- 6.5 Example: Learning New Actions -- 6.6 Example: Learning New Syntactic Manipulations -- 6.7 Nengo: Learning -- 7 The Semantic Pointer Architecture -- 7.1 A Summary of the Semantic Pointer Architecture -- 7.2 A Semantic Pointer Architecture Unified Network

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