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Artificial intelligence

Deep neural reasoning

The human brain can solve highly abstract reasoning problems using a neural network that is entirely physical. The underlying mechanisms are only partially understood, but an artificial network provides valuable insight. See Article p.471

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  1. Newell, A. Cogn. Sci. 4, 135–183 (1980).

    Article  Google Scholar 

  2. Hammer, B. & Hitzler, P. (eds) Perspectives of Neural–Symbolic Integration (Springer, 2007).

    Book  Google Scholar 

  3. Graves, A. et al. Nature 538, 471–476 (2016).

    Article  ADS  Google Scholar 

  4. Turing, A. M. J. Math. 58, 345–363 (1936).

    Article  Google Scholar 

  5. LeCun, Y., Bengio, Y. & Hinton, G. Nature 521, 436–444 (2015).

    Article  ADS  CAS  Google Scholar 

  6. Szegedy, C. et al. Proc. IEEE Conf. Computer Vision Pattern Recognition (2015).

  7. Bahdanau, D., Cho, K. & Bengio, Y. Int. Conf. Learning Representations Preprint at (2014).

  8. De Raedt, L. & Kimmig, A. Machine Learn. 100, 5–47 (2015).

    Article  MathSciNet  Google Scholar 

  9. Graves, A., Wayne, G. & Danihelka, I. Preprint at (2014).

Download references

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Correspondence to Herbert Jaeger.

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Jaeger, H. Deep neural reasoning. Nature 538, 467–468 (2016).

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