WCCI-2014 Tutorial Slow Feature Analysis for Curiosity-Driven Agents Matthew Luciw, Varun Raj Kompella and Juergen Schmidhuber

Source URL: www.conference123.org

• Artificial intelligence
• Learning
• Cognition
• Computational neuroscience
• Cybernetics
• Machine learning
• Robotics
• Dalle Molle Institute for Artificial Intelligence Research
• Artificial neural network
• Developmental robotics
• ICub
• Reinforcement learning

NONLINEAR ICA THROUGH LOW-COMPLEXITY AUTOENCODERS Sepp Hochreiter J¨urgen Schmidhuber Fakult¨at f¨ur Informatik

Source URL: www.bioinf.jku.at

• Multivariate statistics
• Artificial neural networks
• Signal processing
• Dimension reduction
• Computational neuroscience
• Independent component analysis
• Factorial code
• Principal component analysis
• Machine learning
• Self-organizing map
• Sepp Hochreiter
• Deep learning

Feature extraction through LOCOCODE Neural Computation 11(3):679{714, 1999 Sepp Hochreiter Jurgen Schmidhuber

Source URL: www.bioinf.jku.at

• Artificial neural networks
• Multivariate statistics
• Signal processing
• Computational neuroscience
• Computational statistics
• Factorial code
• Sepp Hochreiter
• Autoencoder
• Backpropagation
• Principal component analysis
• Independent component analysis

GUESSING CAN OUTPERFORM MANY LONG TIME LAG ALGORITHMS Technical Note IDSIAJurgen Schmidhuber IDSIA

Source URL: www.bioinf.jku.at

• Artificial neural networks
• Computational neuroscience
• Computational statistics
• Artificial intelligence
• Mathematical psychology
• Recurrent neural network
• Sepp Hochreiter
• Long short-term memory
• Algorithm
• Backpropagation

FLAT MINIMUM SEARCH FINDS SIMPLE NETS Technical Report FKISepp Hochreiter Jurgen Schmidhuber

Source URL: www.bioinf.jku.at

• Estimation theory
• Mean squared error
• Test set
• Generalization error
• Prediction
• Sepp Hochreiter

Humanoid Learns to Detect Its Own Hands J¨urgen Leitner∗ , Simon Harding† , Mikhail Frank∗ , Alexander F¨orster∗ , J¨urgen Schmidhuber∗ ∗ Dalle Molle Institute for Artificial Intelligence (IDSIA) / SUPSI F

Source URL: people.idsia.ch

• Robotics
• Humanoid robot
• ICub
• Robot Operating System
• Nao
• Robot
• Cognitive robotics
• Convolutional neural network

Compressed Network Complexity Search Faustino Gomez, Jan Koutn´ık, and J¨ urgen Schmidhuber IDSIA USI-SUPSI Manno-Lugano, CH

Source URL: people.idsia.ch

• Artificial neural networks
• Applied mathematics
• Cybernetics
• Cognitive science
• Recurrent neural network
• Artificial neuron
• Genetic algorithm

Evolving memory cell structures for sequence learning Justin Bayer, Daan Wierstra, Julian Togelius and J¨ urgen Schmidhuber IDSIA, Galleria 2, 6928 Manno-Lugano, Switzerland {justin, daan, julian, juergen}@idsia.ch

Source URL: people.idsia.ch

• Artificial neural networks
• Machine learning
• Applied mathematics
• Cybernetics
• Long short-term memory
• Recurrent neural network
• Artificial intelligence
• Handwriting recognition
• Feedforward neural network
• Backpropagation through time
• Backpropagation
• Brain

Evolving Neural Networks in Compressed Weight Space Jan Koutník Faustino Gomez Jürgen Schmidhuber

Source URL: people.idsia.ch

• Artificial neural networks
• Evolutionary algorithms
• Evolutionary computation
• Genetic algorithms
• Computational statistics
• Neuroevolution
• Recurrent neural network
• HyperNEAT
• Synaptic weight
• Matrix

Günter Schmidhuber, amKundeninformation: Repair Service Sehr geehrte Kunden, fast alle Hersteller von Auto-ID Produkten vollziehen in letzter Zeit einen Wandel hin zum zentralen ServiceCenter, in dem alle R

Source URL: bsr.at