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signal classification

24 papers

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Co-occurring keywords

brain-computer interface (134) brain signal processing (6) eeg classification (16) brain computer interface (21) eeg signal (41) feature learning (1309) sparse representation (297) common spatial patterns (8) convolutional neural network (4216) electroencephalography (6)

Papers

Predicting Spectral Information for Self-Supervised Signal Classification IJCAI 2025
IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract) AAAI 2024
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024
A Grassmannian Manifold Self-Attention Network for Signal Classification IJCAI 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning AAAI 2024
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG INTERSPEECH 2023
Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments INTERSPEECH 2021
Object Classification From Randomized EEG Trials CVPR 2021
Discriminative Singular Spectrum Analysis for Bioacoustic Classification INTERSPEECH 2020
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task INTERSPEECH 2020
Doubly Sparsifying Network IJCAI 2017
Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources ACML 2017
Learning with Group Invariant Features: A Kernel Perspective. NIPS 2015
Unsupervised Deep Haar Scattering on Graphs NIPS 2014
Using Convolutional Neural Networks to Recognize Rhythm Stimuli from Electroencephalography Recordings NIPS 2014
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NIPS 2010
Second-Order Bilinear Discriminant Analysis JMLR 2010
Supervised Dictionary Learning NIPS 2008
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NIPS 2007
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NIPS 2007
Logistic Regression for Single Trial EEG Classification NIPS 2006
Sparse Representation for Signal Classification NIPS 2006
Aggregating Classification Accuracy across Time: Application to Single Trial EEG NIPS 2006