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Improving closed-loop TMS timing using the Wavenet model

Hanna Pankka, Timo Roine, Jaakko Lehtinen, Risto J. Ilmoniemi

Year
2021
Citations
8
Access
Open access

Abstract

Conclusion: Robotic TMS mapping can assess M1 neurophysiology in children during motor learning and neuromodulation. Large effects on map area and volume were not observed while changes in COG may represent a novel marker of change. Larger controlled studies are required to understand the role of motor maps in interventional neuroplasticity in children.

Keywords

Autoregressive modelSoftmax functionElectroencephalographyComputer scienceSIGNAL (programming language)ResidualResting state fMRIArtificial intelligencePattern recognition (psychology)Convolution (computer science)

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