
In order to understand how the brain works, it is essential to know what is computed by different brain systems, and how those computations are performed. Brain Computations: What and How elucidates what is computed in different brain systems and describes current computational approaches and models of how each of these brain systems computes. This approach has enormous potential for helping us understand ourselves better in health. Potential applications of this understanding are to the treatment of the brain in disease, as well as to artificial intelligence, which will benefit from knowledge of how the brain performs many of its extraordinarily impressive functions. Pioneering in its approach, Brain Computations: What and How will be of interest to all scientists interested in brain function and how the brain works, whether they are from neuroscience, or from medical sciences including neurology and psychiatry, or from the area of computational science including machine learning and artificial intelligence, or from areas such as theoretical physics.
This book investigates the fundamental question of how the brain performs specific computations and what those computations are across various neural systems. Author Edmund T. Rolls, a prominent neuroscientist, leverages his extensive background in computational modeling and neurobiology to bridge the gap between biological brain function and artificial intelligence. He argues that by identifying the specific algorithms and processes used by the brain, researchers can improve medical treatments for neurological disorders and advance the development of machine learning systems.
What You Will Find
Scope Limits
Experts recognize this work as a rigorous synthesis of neurobiology and computational theory, suitable for researchers and advanced students in the field. Readers frequently note the technical density of the prose, which requires a foundational understanding of both neuroscience and mathematical modeling to fully grasp the presented concepts.
Page Count:
953
Publication Date:
2020-01-01
ISBN-10:
0192644475
ISBN-13:
9780192644473
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