脑机接口 / BCI - arXivDaily 专题

2303.00163 2023-03-02 q-bio.NC 57%

Tuning to non-veridical features in attention and perceptual decision-making

Stefanie I. Becker, Zachary Hamblin-Frohman, Hongfeng Xia, Zeguo Qiu

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Comments 33 pages (double-spaced), 6 figures

2301.00911 2023-02-28 cs.NE cs.AI cs.IT math.IT q-bio.NC 57%

Detecting Information Relays in Deep Neural Networks

Arend Hintze, Christoph Adami

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Comments 18 pages, 9 figures

Journal ref Entropy 25 (2023) 401

2210.13297 2023-02-17 eess.SP 57%

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses

Simon Geirnaert, Tom Francart, Alexander Bertrand

专题命中 EEG解码：brain-computer interface(abstract)；分类 eess.SP

2202.12703 2023-02-14 cs.LG cs.AI nlin.CD 57%

Novel techniques for improving NNetEn entropy calculation for short and noisy time series

Hanif Heidari, Andrei Velichko, Murugappan Murugappan, Muhammad E. H. Chowdhury

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments 24 pages, 24 figures, 2 tables. Nonlinear Dyn (2023)

2302.04109 2023-02-09 cs.LG 57%

Explainable Label-flipping Attacks on Human Emotion Assessment System

Zhibo Zhang, Ahmed Y. Al Hammadi, Ernesto Damiani, Chan Yeob Yeun

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2302.01019 2023-02-03 q-bio.NC physics.bio-ph physics.med-ph 57%

Biophysical aspects of neurocognitive modeling with long-term sustained temperature variations

Serge Kernbach, Olga Kernbach, Andreas Kernbach

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

2206.15283 2023-01-30 q-bio.NC 57%

A library of quantitative markers of seizure severity

Sarah J. Gascoigne, Leonard Waldmann, Mariella Panagiotopoulou, Fahmida Chowdhury, Alison Cronie, Beate Diehl, John S. Duncan, Jennifer Falconer, Yu Guan, Veronica Leach, Shona Livingstone, Christoforos Papasavvas, Ryan Faulder, Jess Blickwedel, Gabrielle M. Schroeder, Rhys H. Thomas, Kevin Wilson, Peter N. Taylor, Yujiang Wang

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Comments 30 pages main text, 18 pages supplementary. Six main figures, two supplementary figures

2301.08600 2023-01-23 eess.SP 57%

Deep Learning for scalp High Frequency Oscillations Identification

Gaëlle Milon-Harnois, Nisrine Jrad, Daniel Schang, Patrick van Bogaert, Pierre Chauvet

专题命中 EEG解码：EEG(abstract)；分类 eess.SP

Journal ref 2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. pp.1223-1227

2301.07496 2023-01-19 cs.LG 57%

Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions

Shradha Verma, Tripti Goel, M Tanveer, Weiping Ding, Rahul Sharma, R Murugan

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2301.06021 2023-01-18 cs.LG stat.ME 57%

Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes

Yu Wang

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments PhD dissertation, University of Michigan. The contents are motsly based on arXiv:2212.01721, arXiv:2112.04322, arXiv:2105.12271, arXiv:2002.00288, and https://doi.org/10.1162/99608f92.b447c07e with extended discussions

2110.02705 2022-12-21 stat.ME eess.SP 57%

Robust Multi-dimensional Model Order Estimation Using LineAr Regression of Global Eigenvalues (LaRGE)

Alexey A. Korobkov, Marina K. Diugurova, Jens Haueisen, Martin Haardt

专题命中 EEG解码：EEG(abstract)；分类 eess.SP

2212.06327 2022-12-14 stat.ML cs.LG math.ST stat.ME stat.TH 57%

Nonparametric Independent Component Analysis for the Sources with Mixed Spectra

Seonjoo Lee, Haipeng Shen, Young K. Truong

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments 27 pages, 10 figures

2211.14609 2022-11-29 cs.HC 57%

BEAMERS: Brain-Engaged, Active Music-based Emotion Regulation System

Jiyang Li, Wei Wang, Kratika Bhagtani, Yincheng Jin, Zhanpeng Jin

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

2211.00302 2022-11-02 q-bio.NC stat.ML 57%

Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA)

Adi Wijaya, Noor Akhmad Setiawan, Asma Hayati Ahmad, Rahimah Zakaria, Zahiruddin Othman

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Comments 28 pages, 4 figures, 2 Tables

2210.12964 2022-10-25 cs.CR cs.AI cs.LG 57%

Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices

Oshan Jayawardana, Fariza Rashid, Suranga Seneviratne

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments NA

2210.08588 2022-10-18 q-bio.NC 57%

Analysis of Microstate Organization During Emotional Events

Sudhakar Mishra, Narayanan Srinivasan, Uma Shanker Tiwary

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

2210.08244 2022-10-18 cs.LG 57%

Extreme-Long-short Term Memory for Time-series Prediction

Sida Xing, Feihu Han, Suiyang Khoo

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2206.08496 2022-10-18 cs.LG cs.AI 57%

Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency

Xiang Zhang, Ziyuan Zhao, Theodoros Tsiligkaridis, Marinka Zitnik

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments Accepted by NeruIPS 2022; 32pages (14 pages main paper + 18 pages supplementary materials). Code: https://github.com/mims-harvard/TFC-pretraining

Journal ref NeurIPS 2022

2210.04404 2022-10-11 cs.SI cs.AI cs.LG 57%

Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition

Ekta Gujral

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments PhD thesis

2210.03017 2022-10-07 stat.AP q-bio.NC 57%

Mixed Effects Spectral Vector Autoregressive Model: With Application to Brain Connectivity

Anastasiia Malinovskaia

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

2209.10761 2022-09-23 cs.HC 57%

Affective responses to chromatic ambient light in a vehicle

Taesu Kim, Kyungah Choi, Hyeon-Jeong Suk

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

2204.08578 2022-09-21 q-bio.NC 57%

Is the Contralateral Delay Activity (CDA) a robust neural correlate for Visual Working Memory (VWM) tasks? A reproducibility study

Yannick Roy, Jocelyn Faubert

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Journal ref Psychophysiology, 2022

2108.10600 2022-09-20 cs.LG 57%

DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates

Luigi Fiorillo, Paolo Favaro, Francesca Dalia Faraci

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Journal ref IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 2076-2085

2209.08083 2022-09-19 q-bio.NC 57%

Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons

P. Mazzetti, A. Carbone

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

1909.11799 2022-09-08 cs.LG stat.ML 57%

Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks

Adam Li, Ronan Perry, Chester Huynh, Tyler M. Tomita, Ronak Mehta, Jesus Arroyo, Jesse Patsolic, Benjamin Falk, Joshua T. Vogelstein

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments Updated manuscript based on review at SIMODS

2208.03666 2022-08-19 cs.MM cs.CV cs.HC 57%

See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity

Zesheng Ye, Lina Yao, Yu Zhang, Sylvia Gustin

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

2208.08097 2022-08-18 cs.HC cs.IR cs.MM 57%

Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System

Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

Comments Accepted by Multimedia 2022 (MM'22) as a full paper

2208.06679 2022-08-16 cs.HC 57%

Neural Encoding of Songs is Modulated by Their Enjoyment

Gulshan Sharma, Pankaj Pandey, Ramanathan Subramanian, Krishna. P. Miyapuram, Abhinav Dhall

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

2208.04941 2022-08-11 eess.IV cs.CV cs.LG 57%

Learning from imperfect training data using a robust loss function: application to brain image segmentation

Haleh Akrami, Wenhui Cui, Anand A Joshi, Richard M. Leahy

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

Comments 2 pages short paper. Please see https://github.com/ajoshiusc/brainseg for the source code

2009.13554 2022-08-02 eess.SP 57%

Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features

Wei Yan Peh, John Thomas, Elham Bagheri, Rima Chaudhari, Sagar Karia, Rahul Rathakrishnan, Vinay Saini, Nilesh Shah, Rohit Srivastava, Yee-Leng Tan, Justin Dauwels

专题命中 EEG解码：EEG(abstract)；分类 eess.SP

Comments 24 pages. For submission to International Journal of Neural Systems (IJNS)

1. EEG解码 3903 篇

Tuning to non-veridical features in attention and perceptual decision-making

Detecting Information Relays in Deep Neural Networks

Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses

Novel techniques for improving NNetEn entropy calculation for short and noisy time series

Explainable Label-flipping Attacks on Human Emotion Assessment System

Biophysical aspects of neurocognitive modeling with long-term sustained temperature variations

A library of quantitative markers of seizure severity

Deep Learning for scalp High Frequency Oscillations Identification

Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions

Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes

Robust Multi-dimensional Model Order Estimation Using LineAr Regression of Global Eigenvalues (LaRGE)

Nonparametric Independent Component Analysis for the Sources with Mixed Spectra

BEAMERS: Brain-Engaged, Active Music-based Emotion Regulation System

Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA)

Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices

Analysis of Microstate Organization During Emotional Events

Extreme-Long-short Term Memory for Time-series Prediction

Self-Supervised Contrastive Pre-Training For Time Series via Time-Frequency Consistency

Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition

Mixed Effects Spectral Vector Autoregressive Model: With Application to Brain Connectivity

Affective responses to chromatic ambient light in a vehicle

Is the Contralateral Delay Activity (CDA) a robust neural correlate for Visual Working Memory (VWM) tasks? A reproducibility study

DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates

Periodic and non-periodic brainwaves emerging via random syncronization of closed loops of firing neurons

Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks

See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity

Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System

Neural Encoding of Songs is Modulated by Their Enjoyment

Learning from imperfect training data using a robust loss function: application to brain image segmentation

Multi-center validation study of automated classification of pathological slowing in adult scalp electroencephalograms via frequency features