Form Versus Function: Theory and Models for Neuronal Substrates
Author:   Mihai Alexandru Petrovici
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2016
ISBN:  

9783319395517


Pages:   374
Publication Date:   27 July 2016
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Form Versus Function: Theory and Models for Neuronal Substrates


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Author:   Mihai Alexandru Petrovici
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2016
Dimensions:   Width: 15.50cm , Height: 2.60cm , Length: 23.50cm
Weight:   7.214kg
ISBN:  

9783319395517


ISBN 10:   3319395513
Pages:   374
Publication Date:   27 July 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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.

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Author Information

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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