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Biosignal Processing

371 papers

Papers per year

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30
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Papers

Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
Directed Spectrum Measures Improve Latent Network Models Of Neural Populations NIPS 2021
Three-dimensional spike localization and improved motion correction for Neuropixels recordings NIPS 2021
Targeted Neural Dynamical Modeling NIPS 2021
Plug-and-Play Domain Adaptation for Cross-Subject EEG-based Emotion Recognition AAAI 2021
Learning Interpretable Models for Coupled Networks Under Domain Constraints AAAI 2021
Brain Decoding Using fNIRS AAAI 2021
Passive Inter-Photon Imaging CVPR 2021
Object Classification From Randomized EEG Trials CVPR 2021
Model-based analysis of brain activity reveals the hierarchy of language in 305 subjects EMNLP 2021
The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021
12-Lead ECG Reconstruction via Koopman Operators ICML 2021
A Comparative Study of Different EMG Features for Acoustics-to-EMG Mapping INTERSPEECH 2021
Remote Smartphone-Based Speech Collection: Acceptance and Barriers in Individuals with Major Depressive Disorder INTERSPEECH 2021
Primacy of Mouth over Eyes: Eye Movement Evidence from Audiovisual Mandarin Lexical Tones and Vowels INTERSPEECH 2021
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
Leveraging Real-Time MRI for Illuminating Linguistic Velum Action INTERSPEECH 2021
Quantifying Vocal Tract Shape Variation and its Acoustic Impact: A Geometric Morphometric Approach INTERSPEECH 2021
Towards the Development of Speech-Based Measures of Stress Response in Individuals NAACL 2021
Modeling Incremental Language Comprehension in the Brain with Combinatory Categorial Grammar NAACL 2021
Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies NAACL 2021
Demixed shared component analysis of neural population data from multiple brain areas NIPS 2020
Neural Topographic Factor Analysis for fMRI Data NIPS 2020
Efficient estimation of neural tuning during naturalistic behavior NIPS 2020
Point process models for sequence detection in high-dimensional neural spike trains NIPS 2020