Mathematics for Neuroscientists

Nonfiction, Science & Nature, Mathematics, Applied, Science, Health & Well Being, Psychology
Cover of the book Mathematics for Neuroscientists by Fabrizio Gabbiani, Steven James Cox, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Fabrizio Gabbiani, Steven James Cox ISBN: 9780080890494
Publisher: Elsevier Science Publication: September 16, 2010
Imprint: Academic Press Language: English
Author: Fabrizio Gabbiani, Steven James Cox
ISBN: 9780080890494
Publisher: Elsevier Science
Publication: September 16, 2010
Imprint: Academic Press
Language: English

Virtually all scientific problems in neuroscience require mathematical analysis, and all neuroscientists are increasingly required to have a significant understanding of mathematical methods. There is currently no comprehensive, integrated introductory book on the use of mathematics in neuroscience; existing books either concentrate solely on theoretical modeling or discuss mathematical concepts for the treatment of very specific problems. This book fills this need by systematically introducing mathematical and computational tools in precisely the contexts that first established their importance for neuroscience. All mathematical concepts will be introduced from the simple to complex using the most widely used computing environment, Matlab.

This book will provide a grounded introduction to the fundamental concepts of mathematics, neuroscience and their combined use, thus providing the reader with a springboard to cutting-edge research topics and fostering a tighter integration of mathematics and neuroscience for future generations of students.

  • A very didactic and systematic introduction to mathematical concepts of importance for the analysis of data and the formulation of concepts based on experimental data in neuroscience
  • Provides introductions to linear algebra, ordinary and partial differential equations, Fourier transforms, probabilities and stochastic processes
  • Introduces numerical methods used to implement algorithms related to each mathematical concept
  • Illustrates numerical methods by applying them to specific topics in neuroscience, including Hodgkin-Huxley equations, probabilities to describe stochastic release, stochastic processes to describe noise in neurons, Fourier transforms to describe the receptive fields of visual neurons
  • Allows the mathematical novice to analyze their results in more sophisticated ways, and consider them in a broader theoretical framework
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Virtually all scientific problems in neuroscience require mathematical analysis, and all neuroscientists are increasingly required to have a significant understanding of mathematical methods. There is currently no comprehensive, integrated introductory book on the use of mathematics in neuroscience; existing books either concentrate solely on theoretical modeling or discuss mathematical concepts for the treatment of very specific problems. This book fills this need by systematically introducing mathematical and computational tools in precisely the contexts that first established their importance for neuroscience. All mathematical concepts will be introduced from the simple to complex using the most widely used computing environment, Matlab.

This book will provide a grounded introduction to the fundamental concepts of mathematics, neuroscience and their combined use, thus providing the reader with a springboard to cutting-edge research topics and fostering a tighter integration of mathematics and neuroscience for future generations of students.

More books from Elsevier Science

Cover of the book Analytical Chemistry for Assessing Medication Adherence by Fabrizio Gabbiani, Steven James Cox
Cover of the book Strongly Coupled Plasma Physics by Fabrizio Gabbiani, Steven James Cox
Cover of the book GERD by Fabrizio Gabbiani, Steven James Cox
Cover of the book Adenoviral Vectors for Gene Therapy by Fabrizio Gabbiani, Steven James Cox
Cover of the book Oceanography and Marine Environment in the Basque Country by Fabrizio Gabbiani, Steven James Cox
Cover of the book Self-Healing Materials by Fabrizio Gabbiani, Steven James Cox
Cover of the book Nonlinearity and Chaos in Molecular Vibrations by Fabrizio Gabbiani, Steven James Cox
Cover of the book Protein-Protein Interactions in Human Disease, Part B by Fabrizio Gabbiani, Steven James Cox
Cover of the book Strategies for Growth in SMEs by Fabrizio Gabbiani, Steven James Cox
Cover of the book Data Mining by Fabrizio Gabbiani, Steven James Cox
Cover of the book Advances in Heat Transfer by Fabrizio Gabbiani, Steven James Cox
Cover of the book Maximising the Value of Marine By-Products by Fabrizio Gabbiani, Steven James Cox
Cover of the book Google Hacking for Penetration Testers by Fabrizio Gabbiani, Steven James Cox
Cover of the book The Geologic Time Scale 2012 by Fabrizio Gabbiani, Steven James Cox
Cover of the book Wire Technology by Fabrizio Gabbiani, Steven James Cox
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy