Skip to main content
Log in

NEUROSCIENCE

Deep learning reaches the motor system

  • News & Views
  • Published:

From Nature Methods

View current issue Submit your manuscript

A new article by Pandarinath et al. describes an artificial neural network model that captures some key aspects of the activity of populations of neurons in the primary motor cortex.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Kim Caesar/Springer Nature

References

  1. Yamins, D. L. K. et al. Proc. Natl. Acad. Sci. USA 111, 8619–8624 (2014).

    Article  CAS  Google Scholar 

  2. Yamins, D. L, Hong, H., Cadieu, C. & DiCarlo, J. J. in Advances in Neural Information Processing Systems 26 (eds Burges, C. J. C. et al.) 3093–3101 (NIPS Foundation, La Jolla, CA, 2013).

  3. Pandarinath, C. et al. Nat. Methods. https://doi.org/10.1038/s41592-018-0109-9 (2018).

    Article  PubMed  Google Scholar 

  4. Churchland, M. M. et al. Nature 487, 51–56 (2012).

    Article  CAS  Google Scholar 

  5. Churchland, M. M., Cunningham, J. P., Kaufman, M. T., Ryu, S. I. & Shenoy, K. V. Neuron 68, 387–400 (2010).

    Article  CAS  Google Scholar 

  6. Cunningham, J. P. & Yu, B. M. Nat. Neurosci. 17, 1500–1509 (2014).

    Article  CAS  Google Scholar 

  7. Sadtler, P. T. et al. Nature 512, 423–426 (2014).

    Article  CAS  Google Scholar 

  8. Peixoto, D. et al. bioRxiv Preprint at https://www.biorxiv.org/content/early/2018/03/17/283960 (2018).

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Aaron P. Batista.

Ethics declarations

Competing interests

The authors declare no competing interests

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Batista, A.P., DiCarlo, J.J. Deep learning reaches the motor system. Nat Methods 15, 772–773 (2018). https://doi.org/10.1038/s41592-018-0152-6

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41592-018-0152-6

  • Springer Nature America, Inc.

Navigation