Application of Deep Learning to Seizure Classification

DOI10.1007/978-3-030-58964-6_12zbMath1504.92073OpenAlexW3170995006MaRDI QIDQ5053714

Grzegorz Rutkowski, Krzysztof Patan

Publication date: 6 December 2022

Published in: Advances in Diagnostics of Processes and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-58964-6_12

zbMATH Keywords

classificationdeep learningEEG signalslong short-term memoryseizure detection

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Biomedical imaging and signal processing (92C55)

Uses Software

• ImageNet
• Adam
• U-Net
• AlexNet

Cites Work

• Unnamed Item
• Signal regularity-based automated seizure detection system for scalp EEG monitoring
• Impact of low resolution on image recognition with deep neural networks: an experimental study