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  1. Home
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  3. Biological and Computer Vision
  • Cited by 6
Publisher:
Cambridge University Press
Online publication date:
February 2021
Print publication year:
2021
Online ISBN:
9781108649995
DOI:
https://doi.org/10.1017/9781108649995
Subjects:
Life Sciences, Neurosciences, Psychology, Cognition
Information

Book description

Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces, cars that detect pedestrians, and algorithms that suggest diagnoses from clinical images, among many other applications. The success of computer vision is founded on a deep understanding of the neural circuits in the brain responsible for visual processing. This book introduces the neuroscientific study of neuronal computations in visual cortex alongside of the psychological understanding of visual cognition and the burgeoning field of biologically-inspired artificial intelligence. Topics include the neurophysiological investigation of visual cortex, visual illusions, visual disorders, deep convolutional neural networks, machine learning, and generative adversarial networks among others. It is an ideal resource for students and researchers looking to build bridges across different approaches to studying and developing visual systems.

Reviews

‘… an interesting analysis of computational modeling for visual consciousness. Impressive in scope, the book is brief, resulting in a text that is quite approachable … Highly recommended.’

J. M. Carroll Source: Choice

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