Form Versus Function: Theory and Models for Neuronal Substrates
Form Versus Function: Theory and Models for Neuronal Substrates

Form Versus Function: Theory and Models for Neuronal Substrates


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About the Book

Prologue.- Introduction: From Biological Experiments to Mathematical Models.- Artificial Brains: Simulation and Emulation of Neural Networks.- Dynamics and Statistics of Poisson-Driven LIF Neurons.- Cortical Models on Neuromorphic Hardware.- Probabilistic Inference in Neural Networks.- Epilogue.
About the Author: Mihai Petrovici started studying Physics at the University of Heidelberg in 2001. During his early undergraduate days, he worked on particle tracking for the ALICE experiment at CERN. For his diploma thesis, he moved to solid state physics, where he studied glasses at low temperatures. He began his PhD in 2008 in the Electronic Vision(s) group of Karlheinz Meier and Johannes Schemmel, where he worked at the interface of theoretical neuroscience and neuromorphic computing, earning his doctorate with summa cum laude in 2015. During this time, he established a theoretical department within the Vision(s) group, which he is currently leading.


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Product Details
  • ISBN-13: 9783319395517
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: 1st ed. 2016
  • Language: English
  • Returnable: Y
  • Spine Width: 26 mm
  • Width: 158 mm
  • ISBN-10: 3319395513
  • Publisher Date: 27 Jul 2016
  • Binding: Hardback
  • Height: 243 mm
  • No of Pages: 374
  • Series Title: Springer Theses
  • Weight: 788 gr


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Form Versus Function: Theory and Models for Neuronal Substrates
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