how to build a brain a neural architecture for biological cognition

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How To Build A Brain

Author : Chris Eliasmith
ISBN : 9780199794546
Genre : Psychology
File Size : 38. 53 MB
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Chris Eliasmith presents a new approach to understanding the neural implementation of cognition in a way that is centrally driven by biological considerations. According to the Semantic Pointer Hypothesis, higher-level cognitive functions in biological systems are made possible by semantic pointers.

The Soar Cognitive Architecture

Author : John Laird
ISBN : 9780262122962
Genre : Computers
File Size : 56. 50 MB
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Soar is a cognitive architecture that integrates knowledge-intensive reasoning, reactive execution, hierarchical reasoning, planning, and learning from experience. This book describes details of Soars component memories and processes and offers demonstrations of individual components, components working in combination, and real-world applications.

Brain Computation As Hierarchical Abstraction

Author : Dana H. Ballard
ISBN : 9780262028615
Genre : Computers
File Size : 48. 98 MB
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An argument that the complexities of brain function can be understood hierarchically, in terms of different levels of abstraction, as silicon computing is.

Neural Engineering

Author : Chris Eliasmith
ISBN : 0262550601
Genre : Medical
File Size : 81. 73 MB
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A synthesis of current approaches to adapting engineering tools to the study of neurobiological systems.

How We Remember

Author : Michael E. Hasselmo
ISBN : 9780262016353
Genre : Medical
File Size : 24. 94 MB
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Episodic memory proves essential for daily function, allowing us to remember where we parked the car, what time we walked the dog, or what a friend said earlier. In How We Remember, Michael Hasselmo draws on recent developments in neuroscience to present a new model describing the brain mechanisms for encoding and remembering such events as spatiotemporal trajectories. He reviews physiological breakthroughs on the regions implicated in episodic memory, including the discovery of grid cells, the cellular mechanisms of persistent spiking and resonant frequency, and the topographic coding of space and time. These discoveries inspire a theory for understanding the encoding and retrieval of episodic memory not just as discrete snapshots but as a dynamic replay of spatiotemporal trajectories, allowing us to "retrace our steps" to recover a memory. In the main text of the book, he presents the model in narrative form, accessible to scholars and advanced undergraduates in many fields. In the appendix, he presents the material in a more quantitative style, providing mathematical descriptions appropriate for advanced undergraduates and graduate students in neuroscience or engineering.

Neuronal Dynamics

Author : Wulfram Gerstner
ISBN : 9781107060838
Genre : Computers
File Size : 65. 63 MB
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This solid introduction uses the principles of physics and the tools of mathematics to approach fundamental questions of neuroscience.

Neural Engineering

Author : Bin He
ISBN : 9781461452270
Genre : Technology & Engineering
File Size : 24. 35 MB
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Neural Engineering, 2nd Edition, contains reviews and discussions of contemporary and relevant topics by leading investigators in the field. It is intended to serve as a textbook at the graduate and advanced undergraduate level in a bioengineering curriculum. This principles and applications approach to neural engineering is essential reading for all academics, biomedical engineers, neuroscientists, neurophysiologists, and industry professionals wishing to take advantage of the latest and greatest in this emerging field.

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