Ebook How to Build a Brain A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures)

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One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that can explain the flexibility and adaptiveness of biological systems. How to Build a Brain provides a guided exploration of a new cognitive architecture that takes biological detail seriously while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided to explain a wide range of data including single-cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of the models addressed in the book introduces a major feature of biological cognition, including semantics, syntax, control, learning, and memory. These models are presented as integrated considerations of brain function, giving rise to what is currently the world's largest functional brain model. The book also compares the Semantic Pointer Architecture with the current state of the art, addressing issues of theory construction in the behavioral sciences, semantic compositionality, and scalability, among other considerations. The book concludes with a discussion of conceptual challenges raised by this architecture, and identifies several outstanding challenges for SPA and other cognitive architectures. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. Eight detailed, hands-on tutorials exploiting the free Nengo neural simulation environment are also included, providing practical experience with the concepts and models presented throughout. How to Build a BrainA Neural Architecture for Biological How to build a brain provides a detailed cognitive and motor models at the level of individual spiking neurons A Neural Architecture for Biological Cognition ^-^Read Online: How to Build a Brain: A Neural How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Series on Cognitive Models and Architectures) How to Build a Brain - Chris Eliasmith - Oxford University How to Build a Brain A Neural Architecture for Biological Cognition Chris Eliasmith Oxford Series on Cognitive Models and Architectures A new biologically based How to Build a Brain: A Neural Architecture for Biological How to Build a Brain: A Neural Architecture for Biological Cognition Oxford Series on Cognitive Models and (Oxford Series on Cognitive Models and Architectures) How to Build a Brain: A Neural Architecture for Biological Buy How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and (Oxford Series on Cognitive Models and Architectures) How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures) Best PDF How to Build a Brain: A Neural Architecture for Download How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures) Ebook Free Pdf How to Build a Brain: A Neural Architecture A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures) for Biological Cognition (Oxford Series on How to Build a Brain: A Neural Architecture for Biological How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and (Oxford Series on Cognitive Models and Architectures) How to Build a Brain: A Neural Architecture fo WHSmith Buy How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Cognitive Models and Architectures) From WHSmith
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