脑机接口 / BCI - arXivDaily 专题

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)

2207.08376 2022-07-19 cs.CL cs.CR cs.CY cs.HC cs.SI 57%

Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility

Cagri Arisoy, Anuradha Mandal, Nitesh Saxena

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

Comments 12 pages, 9 tables, 2 figures, published in PST2022

2207.04585 2022-07-12 cs.LG 57%

A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture

Hamid Niknazar, Sara C. Mednick

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2206.01922 2022-06-07 cs.LG q-bio.QM 57%

Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity

Claus Metzner, Achim Schilling, Maximilian Traxdorf, Konstantin Tziridis, Holger Schulze, Patrick Krauss

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2205.01054 2022-05-06 stat.ML cs.LG stat.AP 57%

A Change Dynamic Model for the Online Detection of Gradual Change

Chris Browne

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2204.07716 2022-04-19 stat.ME cs.LG stat.CO 57%

FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression

Ying Wang, Min Li, Deirel Paz-Linares, Maria L. Bringas Vega, Pedro A. Valdés-Sosa

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

2204.07038 2022-04-15 cs.HC 57%

OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users

Emon Dey, Nirmalya Roy

专题命中 EEG解码：EEG(abstract)；分类 cs.HC

2204.06997 2022-04-15 eess.SP 57%

A Machine Learning Approach to Automatic Classification of Eight Sleep Disorders

Dylan Zhuang, Ivey Rao, Ali K Ibrahim

专题命中 EEG解码：EEG(abstract)；分类 eess.SP

2203.14948 2022-04-15 q-bio.NC hep-lat nlin.AO nlin.CG 57%

A Cellular Automaton Model for the generation of Brainwaves

Sean Knight, Navjot Gadda

专题命中 EEG解码：EEG(abstract)；分类 q-bio.NC

Comments 7

2003.05402 2022-04-04 stat.ML cs.LG 57%

FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting

Boxin Zhao, Y. Samuel Wang, Mladen Kolar

专题命中 EEG解码：EEG(abstract)；分类 cs.LG

1. EEG解码 3894 篇

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

Human Brains Can't Detect Fake News: A Neuro-Cognitive Study of Textual Disinformation Susceptibility

A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture

Classification at the Accuracy Limit -- Facing the Problem of Data Ambiguity

A Change Dynamic Model for the Online Detection of Gradual Change

FKreg: A MATLAB toolbox for fast Multivariate Kernel Regression

OMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users

A Machine Learning Approach to Automatic Classification of Eight Sleep Disorders

A Cellular Automaton Model for the generation of Brainwaves

FuDGE: A Method to Estimate a Functional Differential Graph in a High-Dimensional Setting