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An Introductory Course in Computational Neuroscience by Paul Miller ...
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eBay item number:235747885734
Item specifics
- Condition
- ISBN
- 9780262038256
- Publication Year
- 2018
- Series
- Computational Neuroscience Series
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- An Introductory Course in Computational Neuroscience
- Item Height
- 229 mm
- Publisher
- MIT Press LTD
- Subject
- Computer Science, Biology
- Item Width
- 178 mm
- Number of Pages
- 408 Pages
About this product
Product Information
A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior.This introductory text teaches students to understand, simulate, and analyze the complex behaviors of individual neurons and brain circuits. It is built around computer tutorials that guide students in producing models of neural behavior, with the associated Matlab code freely available online. From these models students learn how individual neurons function and how, when connected, neurons cooperate in a circuit. The book demonstrates through simulated models how oscillations, multistability, post-stimulus rebounds, and chaos can arise within either single neurons or circuits, and it explores their roles in the brain. The book first presents essential background in neuroscience, physics, mathematics, and Matlab, with explanations illustrated by many example problems. Subsequent chapters cover the neuron and spike production; single spike trains and the underlying cognitive processes; conductance-based models; the simulation of synaptic connections; firing-rate models of large-scale circuit operation; dynamical systems and their components; synaptic plasticity; and techniques for analysis of neuron population datasets, including principal components analysis, hidden Markov modeling, and Bayesian decoding. Accessible to undergraduates in life sciences with limited background in mathematics and computer coding, the book can be used in a flipped or inverted teaching approach, with class time devoted to hands-on work on the computer tutorials. It can also be a resource for graduate students in the life sciences who wish to gain computing skills and a deeper knowledge of neural function and neural circuits.
Product Identifiers
Publisher
MIT Press LTD
ISBN-13
9780262038256
eBay Product ID (ePID)
2317645210
Product Key Features
Number of Pages
408 Pages
Language
English
Publication Name
An Introductory Course in Computational Neuroscience
Publication Year
2018
Subject
Computer Science, Biology
Type
Textbook
Series
Computational Neuroscience Series
Format
Hardcover
Dimensions
Item Height
229 mm
Item Width
178 mm
Additional Product Features
Country/Region of Manufacture
United States
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- n***g (906)- Feedback left by buyer.Past 6 monthsVerified purchaseExcellent product. As described. Great quality printing and binding. Very impressive quality for a reprint book. Condition as described. Excellent value product. Looks and feels even better than described. The description does not do it justice. I would highly recommend this product and this seller. Good communication and tracking. Well packaged. Swift postage. Superb service. A*
- o***k (143)- Feedback left by buyer.Past monthVerified purchaseGood priced new book, still in original plastic wrapper. Slight delay in delivery but sorted out quickly by the seller and then arrived within a couple of days. Very helpful communication. I will buy from this seller again if they have another book I am looking for. Thank you Andrew for your help in this. Trevor.
- e***- (419)- Feedback left by buyer.Past yearVerified purchaseA perfect transaction, book is brand new and very reasonably priced. Couldn't be happier. Very fast dispatch and delivery, secure packaging and arrived safely well within the time given. I'm very pleased with the book and dealing with this seller. Great Comms. Would definitely buy from them again and highly recommend. So much better than described by others. Great seller and great item. 👍White Bicycles: Making Music in the 1960s (#235454226473)