Machine Learning Group


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Table of Contents

Recurrent Artificial Neural Networks

Future Papers

Current Papers

R Implementations

Network Architectures

  1. Elman RNN
  2. Jordan RNN
  3. Fully Connected RNN
  4. Echo State Networks
  5. Liquid State Machines
  6. Long Short-Term Memory Networks

Training Algorithms

  1. Back Propagation Through Time
  2. Real-Time Recurrent Learning
  3. ALOPEX Variants
  4. CMA-ES
  5. Genetic Algorithms

BCI

  1. Classify by Prediction
  2. Classify with Indicator Variables
  3. P300

Reinforcement Learning

  1. Learn Q-Table