Andras Lab

Lectures

Evolution of Complex Systems (15 lectures)

 

Computational Intelligence

• Approximation of High-Dimensional Functions
• Bayesian Networks / PCA and ICA
• Minimal Complexity Neural Networks
• Artificial Neural Networks - Introduction
• Artificial Neural Networks - Application
• Evolutionary Computation - Introduction
• Evolutionary Computation - Application

 

Neuroscience

• Voltage-Sensitive Dye Imaging and Computational Analysis of the Crab Stomatogastric Ganglion Neurons
• Analysis and Understanding of Complex Neural Systems
• Computational Neuroscience
• Neural Network Models

 

Other lectures

• Research - Metrics, Quality and Management
• Network Analysis of Large-Scale Software Systems
• Network Analysis of Complex Systems
• Uncertainty, Cooperation,  Communication Complexity, and Social Network Structure
• Network Analysis of Proteomes
• Dealing with Complexity
• Fukuyama's Trust
• Charismatic Leadership
• Management Systems Theory

Scientific Societies

Society for Neuroscience

Organisation for Computational Neuroscience

International Neural Network Society

IEEE Computer Society

The Society for the Study of Artificial Intelligence and Simulation of Behaviour

International Society for Artificial Life

Royal Society of Biology

 

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