Machine learning & Neural Networks Projects

  • Resource collection at UC-Merced
  • Belief propagation/Sum-Product Algorithm code
  • Deep Boltzmann Machines
  • Support vector machine
  • Liblinear for large linear classification
  • Object detection with Boosting
  • Convolutional/Deconvolutional networks
  • Hopfield networks code
  • Self-organizing map (SOM) Toolbox
  • Reservoir Computing Toolbox
  • Polychronization: Computation With Spikes
  • Slowly coupled oscillators: phase dynamics and sync
  • Liquid State Machines(LSM) code
  • Echo state networks for harnessing nonlinearity code
  • Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration
  • Sum-Product Networks: A New Deep Architecture code