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Biosignal Processing

369 directly classified papers

Papers per year

Papers

A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy AAAI 2025
Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
Causal Effect of Functional Treatment JMLR 2025
Towards Recognizing Spatial-temporal Collaboration of EEG Phase Brain Networks for Emotion Understanding IJCAI 2025
Pitch-driven adjustments in tongue positions: Insights from ultrasound imaging INTERSPEECH 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets NIPS 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NIPS 2024
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models INTERSPEECH 2024
Guiding Masked Representation Learning to Capture Spatio-Temporal Relationship of Electrocardiogram ICLR 2024
Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation Solution from Photoplethysmography to Arterial Blood Pressure AAAI 2024
Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation AAAI 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations INTERSPEECH 2024
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024
Active learning of neural population dynamics using two-photon holographic optogenetics NIPS 2024
Multimodal Digital Biomarkers for Longitudinal Tracking of Speech Impairment Severity in ALS: An Investigation of Clinically Important Differences INTERSPEECH 2024
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals INTERSPEECH 2024
Direct Speech Synthesis from Non-Invasive, Neuromagnetic Signals INTERSPEECH 2024