Article

KAN-EEG: Towards Replacing Backbone-MLP for an Effective Seizure Detection System

2024-06-09

Abstract excerpt

The landscape of artificial intelligence (AI) research is witnessing a transformative shift with the emergence of the Kolmogorov-Arnold Network (KAN), presenting a novel architectural paradigm aimed to redefine the structural foundations of AI models, which are based on Multilayer Perceptron (MLP). Through rigorous experimentation and meticulous evaluation, we introduce the KAN-EEG model, a tailored design for eff...

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Literature Corpus work: 9f76be5c-e3c8-5750-91d8-ab700440c6ff
DOI: 10.1101/2024.06.05.24308471

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