Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • News & Views
  • Published:

DECODING SPEECH

Translating the brain

A new study shows that mapping neural signals directly to word sequences produces lower error rates in speech decoding than previous methods that use motor or auditory based features. This suggests that using higher-level language goals can aid decoding algorithms for neural speech prostheses.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Neural machine translation for language.

References

  1. Vu, M. T. et al. J. Neurosci. 38, 1601–1607 (2018).

    Article  CAS  Google Scholar 

  2. Viventi, J. et al. Nat. Neurosci. 14, 1599–1605 (2011).

    Article  CAS  Google Scholar 

  3. Dickerson, S. S., Stone, V. I., Panchura, C. & Usiak, D. J. Rehabil. Nurs. 27, 215–220 (2002).

    Article  Google Scholar 

  4. Makin, J.G., Moses, D.A. & Chang, E.F. Nat. Neurosci. https://doi.org/10.1038/s41593-020-0608-8 (2020).

  5. Angrick, M. et al. J. Neural Eng. 16, 036019 (2019).

    Article  Google Scholar 

  6. Pasley, B. N. et al. PLoS Biol. 10, e1001251 (2012).

    Article  CAS  Google Scholar 

  7. Orsborn, A. L. & Carmena, J. M. Front. Comput. Neurosci. 7, 157 (2013).

    Article  Google Scholar 

  8. Moses, D. A., Leonard, M. K., Makin, J. G. & Chang, E. F. Nat. Commun. 10, 3096 (2019).

    Article  Google Scholar 

  9. Kalchbrenner, N. & Blunsom, P. Recurrent continuous translation models. Empir. Methods Nat. Lang. Process. Proc. Conf. (EMNLP) 1700–1709 (2013).

  10. Herff, C. et al. Front. Neurosci. 9, 217 (2015).

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gregory B. Cogan.

Ethics declarations

Competing interests

The author declares no competing interests.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Cogan, G.B. Translating the brain. Nat Neurosci 23, 471–472 (2020). https://doi.org/10.1038/s41593-020-0616-8

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41593-020-0616-8

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing