Neural networks

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Neural networks (NNs), or more precisely artificial neural networks (ANNs), are computing systems vaguely inspired by the biological neural networks of brains.

This is a list of APL resources relating to neural networks:

  • Mike Powell's Machine Learning is a tutorial that explores pattern recognition for handwritten digits. It focuses on deriving the analytic gradients and establishing them as part of the back propagation algorithm.
  • Mike Powell's The Handwritten Digits Model tutorial explores how to estimate the parameters of the handwritten digits model using an interactive session, with the objective to explore how to conduct an estimation rather than to find the absolute best search algorithm.
  • ANNSER ― A Neural Network Simulator for Education and Research
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