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brain computer interface

21 papers

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Also known as

BCI

Co-occurring keywords

brain-computer interface (134) signal classification (24) neural decoding (79) eeg decoding (13) eeg classification (16) speech synthesis (753) common spatial patterns (8) bilinear discriminant analysis (3) event related synchronization (2) fmri decoding (14)

Papers

BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025
Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025
Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NIPS 2023
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023
Extracting Semantic-Dynamic Features for Long-Term Stable Brain Computer Interface AAAI 2023
Towards Voice Reconstruction from EEG during Imagined Speech AAAI 2023
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG INTERSPEECH 2023
Extracting Different Levels of Speech Information from EEG Using an LSTM-Based Model INTERSPEECH 2021
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021
The “Sound of Silence” in EEG — Cognitive Voice Activity Detection INTERSPEECH 2020
SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning INTERSPEECH 2019
Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks INTERSPEECH 2018
A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NIPS 2012
Second-Order Bilinear Discriminant Analysis JMLR 2010
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NIPS 2010
Subject independent EEG-based BCI decoding NIPS 2009
Sparsistent Learning of Varying-coefficient Models with Structural Changes NIPS 2009
Second Order Bilinear Discriminant Analysis for single trial EEG analysis NIPS 2007
Logistic Regression for Single Trial EEG Classification NIPS 2006