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Brain Computations

Brain Computations

What and How

9780198871101
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Description
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.
Product Details
OUP Oxford
93312
9780198871101
9780198871101

Data sheet

Publication date
2020
Issue number
1
Cover
hard cover
Pages count
960
Dimensions (mm)
171 x 246
Weight (g)
1810
  • Introduction; The ventral visual system; The dorsal visual system; The taste and flavour system; The olfactory system; The somatosensory system; The auditory system; The temporal cortex; The hippocampus, memory, and spatial function; The parietal cortex, spatial functions, and navigation; The orbitofrontal cortex, amygdala, reward value, and emotion; The cingulate cortex; The motor cortical areas; The basal ganglia; Cerebellar cortex; The prefrontal cortex; Language and syntax in the brain; Noise in the cortex, stability, psychiatric disease, and aging; 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;
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