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Theoretical Neuroscience: Computational And Mathematical Modeling of Neural Systems (Computational Neuroscience)

Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

Penned By Peter Dayan
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4.85
84,965 Global Ratings
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Theoretical Neuroscience: Computational And Mathematical Modeling of Neural Systems (Computational Neuroscience)

Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

Penned By Peter Dayan
4.85 84,965 Ratings
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Editor's Note:
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory.The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.

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Length N/A Pages
Language Eng
Released September 1, 2001
Identifier (ISBN) 170015
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Peter Dayan
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Peter Dayan

After spending years working in the corporate world, Peter Dayan finally decided to pursue a lifelong passion for writing. They currently reside in a quiet suburb where they spend most of their time outlining new stories, reading extensively, and occasionally attempting to bake.

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"Masterpiece from start to finish. It strikes a perfect harmony of dialogue and world-building. Every chapter felt necessary. An effortless 5 stars."
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"Such a rich narrative. The author orchestrated a breathtaking finale. Truly a work of art. A true literary gem."
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"Exceeded all my expectations. The pacing was impeccable and the characters felt incredibly authentic. I was completely immersed. I am now a lifelong fan of this author."
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"I was completely blown away. I became deeply invested in the protagonist's journey. A masterclass in storytelling. An effortless 5 stars."
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