KAN VS MLP for Motor Imagery BCI classification

KindXiaoming / pykan

Kolmogorov Arnold Networks

MIT License

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KAN VS MLP for Motor Imagery BCI classification #183

Open JARS29 opened 1 month ago

JARS29 commented 1 month ago

I want to share this repo where we evaluate ACC performance between KAN and MLP in four scenarios: RAW Multiclass, RAW Binary, CSP Multiclass, and CSP Binary.

Draw your conclusions (see ours in the report).

Best!

https://github.com/JARS29/KAN_MLP_MI-BCI

AlessandroFlati commented 1 month ago

Which report? I could only find a notebook, inside "results", which shows approximately the same results, except for one which shows a bit more overfitting on KAN.