|
Books > Social sciences > Psychology > Cognition & cognitive psychology
|
Not currently available
Data-Driven Computational Neuroscience - Machine Learning and Statistical Models (Hardcover)
Loot Price: R1,822
Discovery Miles 18 220
|
|
|
Data-Driven Computational Neuroscience - Machine Learning and Statistical Models (Hardcover)
Supplier out of stock. If you add this item to your wish list we will let you know when it becomes available.
|
Data-driven computational neuroscience facilitates the
transformation of data into insights into the structure and
functions of the brain. This introduction for researchers and
graduate students is the first in-depth, comprehensive treatment of
statistical and machine learning methods for neuroscience. The
methods are demonstrated through case studies of real problems to
empower readers to build their own solutions. The book covers a
wide variety of methods, including supervised classification with
non-probabilistic models (nearest-neighbors, classification trees,
rule induction, artificial neural networks and support vector
machines) and probabilistic models (discriminant analysis, logistic
regression and Bayesian network classifiers), meta-classifiers,
multi-dimensional classifiers and feature subset selection methods.
Other parts of the book are devoted to association discovery with
probabilistic graphical models (Bayesian networks and Markov
networks) and spatial statistics with point processes (complete
spatial randomness and cluster, regular and Gibbs processes).
Cellular, structural, functional, medical and behavioral
neuroscience levels are considered.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
