Computational neuroscience is the study of brain function regarding the information processing properties of the structures that make up the nervous system. It is an interdisciplinary science that links the diverse fields of neuroscience, as cognitive science, medicine, psychology, electrical engineering, biomedical engineering, mechanical engineering, computer science, mathematics, physics and even philosophy. The Federal University of Rio Grande do Sul (UFRGS), located in Porto Alegre, in the south of Brazil, has promoted a more restricted version of this Workshop in November 2012. Since then, participants and investigators in the interdisciplinary fields related to Computational Neuroscience are claiming to resume the realization of this event. In this sense, with a broader scope aiming to encourage young researchers and graduate master and doctorate students in all Latin America, this edition will have three main topics: a) neuroscience, b) neuroengineering and c) artificial intelligence and related techniques.
The Workshop will consist mainly of the following activities:
presentation of up to 8 key renowned international and national researchers;
presentation of up to 50 oral presentations;
presentation of poster presentations;
presentation of practical applications in neuroscience, both from University and from companies active in the field; and
practical demonstration of the A2200 Enigma machine, which belongs to the Informatics Institute, as a special tribute to the 105th Birthday Anniversary of Alan Turing, considered one of the founding fathers of Computer Science.
All participants who investigate and contribute to the understanding of the properties of the brain, such as Medicine, Physics, Computer Science, Engineering, Psychology, Philosophy and others are welcomed. Issues related to the support of Communication and Information Technology and High-Performance Computing in Neuroscience will receive particular attention. UFRGS is happy to welcome LATIN AMERICAN WORKSHOP ON COMPUTATIONAL NEUROSCIENCE (LAWCN) in Porto Alegre, Brazil.
NEUROSCIENCE
Sensory processing
Network dynamics
Reinforcement learning
Motivation and decision making
Statistical approaches in neuroscience
Systems Neuroscience
Learning and memory
Attention and arousal
Sensory-motor integration
Learning in networks
NEUROENGINEERING
Large-scale recordings
Neural signal processing
Neuromodulation
Neuroprosthetics
Robotics
Humanoid robots
Robots in Health
Robots for Elderly People
Sensoring in Robotics
Fusion of Sensors
Hardware implementations in Neuroscience
Software implementations in Neuroscience
Brain Computer Interfaces: design and applications
ARTIFICIAL INTELLIGENCE AND RELATED TECHNIQUES
Artificial Intelligence
Techniques in Neuroscience
Bioinformatics
Clustering and Applications
Computer Vision, Cognitive and Humanoid Vision
Databases, Data Mining, Intelligent Data Analysis, Knowledge-based Systems and Linguistic Tools
Data Visualization and Applications
Deep Learning
Statistical Pattern Recognition/Document Processing and Recognition
Fuzzy and Hybrid Techniques
Geometric Algebra Application in Perception Action
High Performance Computing for Pattern Recognition
Image Coding, Processing and Analysis
Kernel Machines
Mathematical Theory of Computational Neuroscience
Natural Language Processing and Recognition
Neural Networks
Parallel and Distributed Applications for Computational Neuroscience
Robotics and Humanoids Shape and Texture Analysis
Signal Processing and Analysis
Spatio-Temporal Analysis
11月22日
2017
11月24日
2017
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