Neural decoding of electrocorticographic signals using dynamic mode decomposition

Yoshiyuki Shiraishi, Yoshinobu Kawahara, Okito Yamashita, Ryohei Fukuma, Shota Yamamoto, Youichi Saitoh, Haruhiko Kishima, Takufumi Yanagisawa

Journal of Neural Engineering · 2020 · 29 citations · 37 references

DOIFull text

Open access

Abstract

DMD successfully captured the spatiotemporal patterns characterizing the movement types and contributed to improving the decoding accuracy. This method can be applied to improve BCIs to help severely paralyzed patients communicate.

References

37