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.

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Fig. 1: Neural machine translation for language.


  1. 1.

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

    CAS  Article  Google Scholar 

  2. 2.

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

    CAS  Article  Google Scholar 

  3. 3.

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

    Article  Google Scholar 

  4. 4.

    Makin, J.G., Moses, D.A. & Chang, E.F. Nat. Neurosci. (2020).

  5. 5.

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

    Article  Google Scholar 

  6. 6.

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

    CAS  Article  Google Scholar 

  7. 7.

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

    Article  Google Scholar 

  8. 8.

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

    Article  Google Scholar 

  9. 9.

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

  10. 10.

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

    Article  Google Scholar 

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Correspondence to Gregory B. Cogan.

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Cogan, G.B. Translating the brain. Nat Neurosci 23, 471–472 (2020).

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