conftrace_

brain-computer interface

135 papers

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Also known as

BCI

Co-occurring keywords

neural decoding (79) eeg signal (41) diffusion model (3751) eeg decoding (14) image reconstruction (671) self-supervised learning (3777) brain computer interface (21) contrastive learning (4032) fmri decoding (14) convolutional neural network (4226)

Papers

A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022
Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022
Decoding Part-of-Speech from Human EEG Signals ACL 2022
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022
Brain-Supervised Image Editing CVPR 2022
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
Interaction-Grounded Learning with Action-Inclusive Feedback NIPS 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG NIPS 2022
Object Classification From Randomized EEG Trials CVPR 2021
Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021
Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data IJCAI 2020
Geodesically-convex optimization for averaging partially observed covariance matrices ACML 2020
Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals INTERSPEECH 2020
Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020
Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach INTERSPEECH 2020
Decoding Imagined, Heard, and Spoken Speech: Classification and Regression of EEG Using a 14-Channel Dry-Contact Mobile Headset INTERSPEECH 2020
Classify Imaginary Mandarin Tones with Cortical EEG Signals INTERSPEECH 2020
Neural Speech Decoding for Amyotrophic Lateral Sclerosis INTERSPEECH 2020
Brain-Mediated Transfer Learning of Convolutional Neural Networks AAAI 2020
Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text INTERSPEECH 2019
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NIPS 2019
Towards a Speaker Independent Speech-BCI Using Speaker Adaptation INTERSPEECH 2019
From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019
Noisy Neural Language Modeling for Typing Prediction in BCI Communication NAACL 2019
Biosignal Processing for Human-Machine Interaction INTERSPEECH 2019