The Noisy Brain: Stochastic Dynamics as a Principle of Brain Function (Hardback)
  • The Noisy Brain: Stochastic Dynamics as a Principle of Brain Function (Hardback)
zoom

The Noisy Brain: Stochastic Dynamics as a Principle of Brain Function (Hardback)

(author), (author)
£61.00
Hardback 314 Pages / Published: 28/01/2010
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket
The activity of neurons in the brain is noisy in that their firing times are random when they are firing at a given mean rate. This introduces a random or stochastic property into brain processing which we show in this book is fundamental to understanding many aspects of brain function, including probabilistic decision making, perception, memory recall, short-term memory, attention, and even creativity. In The Noisy Brain we show that in many of these processes, the noise caused by the random neuronal firing times is useful. However, this stochastic dynamics can be unstable or overstable, and we show that the stability of attractor networks in the brain in the face of noise may help to understand some important dysfunctions that occur in schizophrenia, normal aging, and obsessive-compulsive disorder. The Noisy Brain provides a unifying computational approach to brain function that links synaptic and biophysical properties of neurons through the firing of single neurons to the properties of the noise in large connected networks of noisy neurons to the levels of functional neuroimaging and behaviour. The book describes integrate-and-fire neuronal attractor networks with noise, and complementary mean-field analyses using approaches from theoretical physics. The book shows how they can be used to understand neuronal, functional neuroimaging, and behavioural data on decision-making, perception, memory recall, short-term memory, attention, and brain dysfunctions that occur in schizophrenia, normal aging, and obsessive-compulsive disorder. The Noisy Brain will be valuable for those in the fields of neuroscience, psychology, cognitive neuroscience, and biology from advanced undergraduate level upwards. It will also be of interest to those interested in neuroeconomics, animal behaviour, zoology, psychiatry, medicine, physics, and philosophy. The book has been written with modular chapters and sections, making it possible to select particular Chapters for course work. Advanced material on the physics of stochastic dynamics in the brain is contained in the Appendix.

Publisher: Oxford University Press
ISBN: 9780199587865
Number of pages: 314
Weight: 787 g
Dimensions: 253 x 177 x 20 mm

You may also be interested in...

The Brain: A Very Short Introduction
Added to basket
We Are Our Brains
Added to basket
How We Feel
Added to basket
£9.99
Paperback
The Autistic Brain
Added to basket
The Conscious Mind
Added to basket
The Human Brain
Added to basket
The Handbook of Clinical Neuropsychology
Added to basket
The Future of the Mind
Added to basket
The Tale of the Duelling Neurosurgeons
Added to basket
The Domesticated Brain
Added to basket
Brain Rules (Updated and Expanded)
Added to basket
Surrounding Free Will
Added to basket
Delusions of Gender
Added to basket
Brain Storms
Added to basket
£14.99
Paperback
The Runaway Species
Added to basket
Emotion: A Very Short Introduction
Added to basket

Reviews

Please sign in to write a review

Your review has been submitted successfully.