Resources > Books

Brain-inspired Navigation

  • Michael Milford. Robot Navigation from Nature: Simultaneous Localisation, Mapping, and Path Planning Based on Hippocampal Models. Springer-Verlag Berlin Heidelberg Press, 2008.
  • Computational Neuroscience

  • Peter Dayan and L.F. Abbott. Theoretical neuroscience: computational and mathematical modeling of neural systems. The MIT Press, 2001.
  • Machine Learning

  • Martin T. Hagan, Howard B. Demuth, Mark H. Beale, et al. Neural Network Design (2nd Edition). 2014.
  • Michael A. Nielsen. Neural Networks and Deep Learning. Determination Press, 2015.
  • Richard S. Sutton and Andrew G. Barto. Reinforcement Learning: An Introduction (2nd Edition). MIT Press, Cambridge, MA, 2018.