Great free text books

The following text books have been made freely available by the authors for on-screen reading:

  • Reinforcement Learning: An Introduction
    Sutton, R.S., and Barto, A.G. link
  • Information Theory, Inference, and Learning Algorithms
    David J.C. MacKay link
  • Convex Optimization
    Boyd and Vandenberghe link
  • Neuronal Dynamics — From single neurons to networks and models of cognition
    Wulfram Gerstner, Werner M. Kistler, Richard Naud and Liam Paninski link
  • Spiking Neuron Models — Single Neurons, Populations, Plasticity
    Wulfram Gerstner and Werner M. Kistler link

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