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libnn - Literature

There are many books about neuronal nets and their mathematical foundation. Among those, the most well kown (at least in Germany) are:

  • Andreas Zell, Simulation Neuronaler Nezte, Oldenbourg;
    gives a vaste overview over neuronal nets with sufficient mathematical background.
  • Heinrich Braun, Praktikum Neuronale Netze, Springer;
    short and terse.
  • S. Haykin, Neural Networks, a Comprehensive Foundation;
    as the title says: very comprehensive with detailled mathematical background.
  • J. Hertz, A. Krogh and R.G. Palmer, Introduction to the Theory of Neural Computation, Addison-Wesley;

For those who are more interested in a philosophical perspective of neuronal nets we propose:

  • Paul Churchland, Die Seelenmaschine, Spektrum;
    explains everything from our mind until the functioning of science by neuronal nets; therefore speculative but impressive.
  • Manfred Spitzner, Der Geist im Netz, Spektrum;
    explains reasoning, feeling and acting by models based on neuronal nets.