eeg classification

16 papers

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Also known as

EEG

Co-occurring keywords

brain-computer interface (134) feature learning (1309) signal classification (24) common spatial patterns (8) convolutional neural network (4216) brain signal processing (6) brain computer interface (21) deep learning (2111) signal processing (185) time series classification (97)

Papers

Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025

Hypercomplex Transformer: Novel Attention Mechanism AACL 2025

Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025

Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NIPS 2024

Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification ICML 2023

Object Classification From Randomized EEG Trials CVPR 2021

Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021

Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset INTERSPEECH 2020

Using deep networks for scientific discovery in physiological signals MLHC 2020

Hierarchical Deep Feature Learning for Decoding Imagined Speech from EEG AAAI 2019

Learning Robust Features using Deep Learning for Automatic Seizure Detection MLHC 2016

Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NIPS 2014

Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification NIPS 2009

Second Order Bilinear Discriminant Analysis for single trial EEG analysis NIPS 2007

Aggregating Classification Accuracy across Time: Application to Single Trial EEG NIPS 2006

Logistic Regression for Single Trial EEG Classification NIPS 2006