Calculus for Cognitive Scientists Derivatives, Integrals and Models /

This book provides a self-study program on how mathematics, computer science and science can be usefully and seamlessly intertwined. Learning to use ideas from mathematics and computation is essential for understanding approaches to cognitive and biological science. As such the book covers calculus...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Peterson, James K. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Singapore : Springer Nature Singapore : Imprint: Springer, 2016.
Edición:1st ed. 2016.
Colección:Cognitive Science and Technology,
Temas:
Computational intelligence.
Neural networks (Computer science) .
Mathematical physics.
Artificial intelligence.
Image processing-Digital techniques.
Computer vision.
Computational Intelligence.
Mathematical Models of Cognitive Processes and Neural Networks.
Theoretical, Mathematical and Computational Physics.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introductory Remarks
  • Viability Selection
  • Limits and Basic Smoothness
  • Continuity and Derivatives
  • Sin, Cos and All That
  • Antiderivatives
  • Substitutions
  • Riemann Integration
  • The Logarithm and Its Inverse
  • Exponential and Logarithm Function Properties
  • Simple Rate Equations
  • Simple Protein Models
  • Logistics Models
  • Function Approximation
  • Extreme Values
  • Numerical Methods Order One ODEs
  • Advanced Protein Models
  • Matrices and Vectors
  • A Cancer Model
  • First Order Multivariable Calculus
  • Second Order Multivariable Calculus
  • Hamilton's Rule In Evolutionary Biology
  • Final Thoughts
  • Background Reading.

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