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Biosignal Processing

371 papers

Papers per year

13
6
30
30
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Papers

STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NIPS 2022
Self-Supervised Learning of Brain Dynamics from Broad Neuroimaging Data NIPS 2022
Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NIPS 2022
Mind Reader: Reconstructing complex images from brain activities NIPS 2022
Planning with Biological Neurons and Synapses AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022
Towards Discriminant Analysis Classifiers Using Online Active Learning via Myoelectric Interfaces AAAI 2022
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 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
Emotion Analysis of Writers and Readers of Japanese Tweets on Vaccinations ACL 2022
Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge AISTATS 2022
Multi-view and Cross-view Brain Decoding COLING 2022
Visio-Linguistic Brain Encoding COLING 2022
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English EMNLP 2022
Neural Network Poisson Models for Behavioural and Neural Spike Train Data ICML 2022
Variability in Production of Non-Sibilant Fricative [ç] in /hi/ INTERSPEECH 2022
Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI INTERSPEECH 2022
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech INTERSPEECH 2022
Differential Time-frequency Log-mel Spectrogram Features for Vision Transformer Based Infant Cry Recognition INTERSPEECH 2022
Speech Acoustics in Mild Cognitive Impairment and Parkinson's Disease With and Without Concurrent Drawing Tasks INTERSPEECH 2022
The effect of increasing acoustic and linguistic complexity on auditory processing: an EEG study INTERSPEECH 2022
Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task INTERSPEECH 2022
Efficient Inference for Dynamic Flexible Interactions of Neural Populations JMLR 2022
MyoSuite: A Contact-rich Simulation Suite for Musculoskeletal Motor Control L4DC 2022