Brain Computations

  • Edmund T. Rolls
€ 70,55
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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.
1: Introduction 2: The ventral visual system 3: The dorsal visual system 4: The taste and flavour system 5: The olfactory system 6: The somatosensory system 7: The auditory system 8: The temporal cortex 9: The hippocampus, memory, and spatial function 10: The parietal cortex, spatial functions, and navigation 11: The orbitofrontal cortex, amygdala, reward value, and emotion 12: The cingulate cortex 13: The motor cortical areas 14: The basal ganglia 15: Cerebellar cortex 16: The prefrontal cortex 17: Language and syntax in the brain 18: Noise in the cortex, stability, psychiatric disease, and aging 19: Computations by different types of brain, and by artificial neural systems Appendix A: Introduction to linear algebra for neural networks Appendix B: Neuronal network models Appendix C: Information theory, and neuronal encoding Appendix D: Simulation software for neuronal network models, and information analysis of neuronal encoding
Uitgavejaar 2020
ISBN 9780198871101
Verschijningsdatum 8 dec. 2020
Omvang 960
Auteur(s) Edmund T. Rolls
Bindwijze Gebonden
Taal Engels
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