Brain-Inspired Computing: Second International Workshop, BrainComp 2015, Cetraro, Italy, July 6-10, 2015, Revised Selected Papers

✍ Scribed by Katrin Amunts, Lucio Grandinetti, Thomas Lippert, Nicolai Petkov (eds.)

• Publisher: Springer International Publishing
• Year: 2016
• Tongue: English
• Leaves: 204
• Series: Lecture Notes in Computer Science 10087
• Edition: 1
• Category: Library

✦ Synopsis

This book constitutes revised selected papers from the Second International Workshop on Brain-Inspired Computing, BrainComp 2015, held in Cetraro, Italy, in July 2015.
The 14 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with brain structure and function; computational models and brain-inspired computing methods with practical applications; high performance computing; and visualization for brain simulations.

✦ Table of Contents

Front Matter....Pages I-X
Human Brainnetome Atlas and Its Potential Applications in Brain-Inspired Computing....Pages 1-14
Workflows for Ultra-High Resolution 3D Models of the Human Brain on Massively Parallel Supercomputers....Pages 15-27
Towards Large-Scale Fiber Orientation Models of the Brain – Automation and Parallelization of a Seeded Region Growing Segmentation of High-Resolution Brain Section Images....Pages 28-42
Including Gap Junctions into Distributed Neuronal Network Simulations....Pages 43-57
Designing Workflows for the Reproducible Analysis of Electrophysiological Data....Pages 58-72
Finite-Difference Time-Domain Simulation for Three-Dimensional Polarized Light Imaging....Pages 73-85
Visual Processing in Cortical Architecture from Neuroscience to Neuromorphic Computing....Pages 86-100
Bio-Inspired Filters for Audio Analysis....Pages 101-115
Sophisticated LVQ Classification Models - Beyond Accuracy Optimization....Pages 116-130
Classification of FDG-PET Brain Data by Generalized Matrix Relevance LVQ....Pages 131-141
A Cephalomorph Real-Time Computer....Pages 142-156
Towards the Ultimate Display for Neuroscientific Data Analysis....Pages 157-168
Sentiment Analysis and Affective Computing: Methods and Applications....Pages 169-178
Deep Representations for Collaborative Robotics....Pages 179-193
Back Matter....Pages 195-195

✦ Subjects

User Interfaces and Human Computer Interaction;Image Processing and Computer Vision;Artificial Intelligence (incl. Robotics);Logic Design;Operating Systems;Processor Architectures