脑机接口 / BCI

Creativity

Liane Gabora

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Reference: Gabora, L. (in press). Creativity. Oxford Research Encyclopedia of Psychology. Oxford UK: Oxford University Press

Direct Estimation of Differential Functional Graphical Models

Boxin Zhao, Y. Samuel Wang, Mladen Kolar

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 21 pages, 3 figures, to be published in NeurIPS 2019; added link to code

A Recurrent Probabilistic Neural Network with Dimensionality Reduction Based on Time-series Discriminant Component Analysis

Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Yuichi Kurita, Toshio Tsuji

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Published in IEEE Transactions on Neural Networks and Learning Systems

Journal ref IEEE Transactions on Neural Networks and Learning Systems, Vol. 26, No.12, pp. 3021-3033, 2015

Robustifying Independent Component Analysis by Adjusting for Group-Wise Stationary Noise

Niklas Pfister, Sebastian Weichwald, Peter Bühlmann, Bernhard Schölkopf

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments equal contribution between Pfister and Weichwald

Journal ref Journal of Machine Learning Research, 20(147):1-50, 2019. ( http://www.jmlr.org/papers/v20/18-399.html )

Screening for REM Sleep Behaviour Disorder with Minimal Sensors

Navin Cooray, Fernando Andreotti, Christine Lo, Mkael Symmonds, Michele T. M. Hu, Maarten De Vos

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 21 pages, 6 figures, and 6 tables. arXiv admin note: text overlap with arXiv:1811.04662

Neural Memory Plasticity for Anomaly Detection

Tharindu Fernando, Simon Denman, David Ahmedt-Aristizabal, Sridha Sridharan, Kristin Laurens, Patrick Johnston, Clinton Fookes

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing

Jordan J. Bird, Anikó Ekárt, Diego R. Faria

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Journal ref Soft Computing 2019

A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction

Jordan J. Bird, Diego R. Faria, Luis J. Manso, Anikó Ekárt, Christopher D. Buckingham

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 14 pages, 12 figures

Secondary Inputs for Measuring User Engagement in Immersive VR Education Environments

David Murphy, Conor Higgins

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 6 pages, 6 figures

Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems

Yuezhou Zhang, Zhicheng Yang, Ke Lan, Xiaoli Liu, Zhengbo Zhang, Peiyao Li, Desen Cao, Jiewen Zheng, Jianli Pan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 6 pages

Tracking Naturalistic Linguistic Predictions with Deep Neural Language Models

Micha Heilbron, Benedikt Ehinger, Peter Hagoort, Floris P. de Lange

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 4 pages, 3 figures, accepted at the 2019 Conference on Cognitive Computational Neuroscience

Journal ref 2019 Conference on Cognitive Computational Neuroscience

Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks

Christoph Dinh, John GW Samuelsson, Alexander Hunold, Matti S Hämäläinen, Sheraz Khan

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 14 pages, 9 figures

Machine learning with electroencephalography features for precise diagnosis of depression subtypes

Marie Zelenina, Diana Prata

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments MIDL 2019 [arXiv:1907.08612]

cSeiz: An Edge-Device for Accurate Seizure Detection and Control for Smart Healthcare

Md Abu Sayeed, Saraju P. Mohanty, Elias Kougianos

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 24 pages, 16 figures

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing

Leonardo Novelli, Patricia Wollstadt, Pedro Mediano, Michael Wibral, Joseph T. Lizier

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Network Neuroscience 2019 3:3, 827-847

A-Phase classification using convolutional neural networks

Edgar R. Arce-Santana, Alfonso Alba, Martin O. Mendez, Valdemar Arce-Guevara

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 19 pages, 5 figures, 4 tables

A Short Virtual Reality Mindfulness Meditation Training For Regaining Sustained Attention

Minkesh Asati, Taizo Miyachi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 7 pages, 5 figures, ICSHM, IS-SHMPARIS-12049-11246

FEM-based Scalp-to-Cortex data mapping via the solution of the Cauchy problem

Nikolay Koshev, Nikolay Yavich, Mikhail Malovichko, Ekaterina Skidchenko, Maxim Fedorov

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 16 pages, 6 figures

Electrodiffusion Models of Axon and Extracellular Space Using the Poisson-Nernst-Planck Equations

Jurgis Pods

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments PhD thesis, 2014, University of Heidelberg, permalink to university library open access publication: http://www.ub.uni-heidelberg.de/archiv/17128

CreativeBioMan: Brain and Body Wearable Computing based Creative Gaming System

Min Chen, Yingying Jiang, Yong Cao, Albert Y. Zomaya

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Recognition of Advertisement Emotions with Application to Computational Advertising

Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Mohan Kankanhalli, Stefan Winkler, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Under consideration for publication in IEEE Trans. Affective Computing. arXiv admin note: text overlap with arXiv:1709.01684

NeoGuard: a public, online learning platform for neonatal seizures

Amir Hossein Ansari, Perumpillichira Joseph Cherian, Alexander Caicedo, Anneleen Dereymaeker, Katrien Jansen, Leen De Wispelaere, Charlotte Dielman, Jan Vervisch, Paul Govaert, Maarten De Vos, Gunnar Naulaers, Sabine Van Huffel

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time

Chun-Hsiang Chuang, Zehong Cao, Po-Tsang Chen, Chih-Sheng Huang, Nikhil R. Pal, Chin-Teng Lin

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Revision submitted to IEEE Transactions on Biomedical Engineering

Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data

Vatsal Sharan, Kai Sheng Tai, Peter Bailis, Gregory Valiant

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Updates for ICML'19 camera-ready

Explore intrinsic geometry of sleep dynamics and predict sleep stage by unsupervised learning techniques

Gi-Ren Liu, Yu-Lun Lo, Yuan-Chung Sheu, Hau-Tieng Wu

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 41 pages, 21 figures. arXiv admin note: text overlap with arXiv:1803.01710

Brain on the 3D Visual Art through Virtual Reality; Introducing Neuro-Art in a Case Investigation

Ali-Mohammad Kamali, Mohammad Taghi Najafi, Mohammad Nami

专题命中 EEG解码 ：cortical(abstract)；分类 q-bio.NC

Top-down predictions influence binocular rivalry through beta band rhythms: a qEEG-based investigation

Azadeh Mojdehfarahbakhsh, Saba Nouri, Abolfazl Alipour, Mohammad Nami

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Generalized Multi-Order Total Variation for Signal Restoration

Sanjay Viswanath, Muthuvel Arigovindan

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Draft: 14 pages, 1 figure

A Novel Independent RNN Approach to Classification of Seizures against Non-seizures

Xinghua Yao, Qiang Cheng, Guo-Qiang Zhang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 10 pages, 2 figures, submitted to AMIA symposium 2019

Early Detection of Mental Stress Using Advanced Neuroimaging and Artificial Intelligence

Fares Al-Shargie

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 190 Pages, 67 Figure, 9 Tables