脑机接口 / BCI

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

Epileptic seizure classification using statistical sampling and a novel feature selection algorithm

Md Mursalin, Syed Shamsul Islam, Md Kislu Noman, Adel Ali Al-Jumaily

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Speech Recognition with no speech or with noisy speech

Gautam Krishna, Co Tran, Jianguo Yu, Ahmed H Tewfik

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Accepted for ICASSP 2019

Disruption of the prefrontal cortex improves implicit contextual memory-guided attention: combined behavioural and electrophysiological evidence

Mario Rosero Pahi, Juliana Cavalli, Frauke Nees, Herta Flor, Jamila Andoh

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 24 pages

Identification of epileptic regions from electroencephalographic data: Feigenbaum graphs

Gabriel Guarneros B., Cristian Pérez A., Andrea Montiel P., J. F. Rojas

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling

Hao Wang, Chengzhi Mao, Hao He, Mingmin Zhao, Tommi S. Jaakkola, Dina Katabi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Appeared at AAAI 2019

The Bispectrum and Its Relationship to Phase-Amplitude Coupling

Christopher K. Kovach, Hiroyuki Oya, Hiroto Kawasaki

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref NeuroImage 173, 2018, 518 - 539

Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates

Justus T. C. Schwabedal, John C. Snyder, Ayse Cakmak, Shamim Nemati, Gari D. Clifford

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 7 pages, 7 figures

Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications

Lucas G. S. França, José G. V. Miranda, Marco Leite, Niraj K. Sharma, Matthew C. Walker, Louis Lemieux, Yujiang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Final version published at Frontiers in Physiology. https://doi.org/10.3389/fphys.2018.01767

Journal ref França, LGS et al., (2018) Fractal and Multifractal Properties of Electrographic Recordings of Human Brain Activity: Toward Its Use as a Signal Feature for Machine Learning in Clinical Applications. Front. Physiol. 9:1767

Detection of Brain Stimuli Using Ramanujan Periodicity Transforms

Pouria Saidi, Azadeh Vosoughi, George Atia

专题命中 EEG解码 ：BCI(abstract)；分类 eess.SP