eeg classification

Hypercomplex Transformer: Novel Attention Mechanism IJCNLP 2025 Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025 Selective Auditory Attention Decoding in Naturalistic Conversations Using EEG-Based Speech Envelope Tracking in Multi-Speaker Environments Interspeech 2025 Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NeurIPS 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 NeurIPS 2014 Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification NeurIPS 2009 Second Order Bilinear Discriminant Analysis for single trial EEG analysis NeurIPS 2007 Adaptive Spatial Filters with predefined Region of Interest for EEG based Brain-Computer-Interfaces NeurIPS 2006 Aggregating Classification Accuracy across Time: Application to Single Trial EEG NeurIPS 2006 Logistic Regression for Single Trial EEG Classification NeurIPS 2006