脑机接口 / BCI

Context tree selection for functional data

A. Duarte, R. Fraiman, A. Galves, G. Ost, C. Vargas

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Electroencephalography source connectivity: toward high time/space resolution brain networks

M. Hassan, F. Wendling

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments Accepted in the IEEE Signal Processing Magazine

Gated Recurrent Networks for Seizure Detection

Meysam Golmohammadi, Saeedeh Ziyabari, Vinit Shah, Eva Von Weltin, Christopher Campbell, Iyad Obeid, Joseph Picone

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Published in Dec 2017 publication In IEEE Signal Processing in Medicine and Biology Symposium. Philadelphia, Pennsylvania, USA. arXiv admin note: text overlap with arXiv:1712.09776

Electroencephalographic Slowing: A Source of Error in Automatic Seizure Detection

Eva von Weltin, Tameem Ahsan, Vinit Shah, Dawer Jamshed, Meysam Golmohammadi, Iyad Obeid, Joseph Picone

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments Dec 2017 publication In IEEE Signal Processing in Medicine and Biology Symposium. Philadelphia, Pennsylvania, USA

Interactive Web Application for Exploring Matrices of Neural Connectivity

David J. Caldwell, Jing Wu, Kaitlyn Casimo, Jeffrey G. Ojemann, Rajesh P. N. Rao

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 4 pages, IEEE NER 2017

Neural correlates of flow using auditory evoked potential suppression

Kyongsik Yun, Saeran Doh, Elisa Carrus, Daw-An Wu, Shinsuke Shimojo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series

Stanislas Chambon, Mathieu Galtier, Pierrick Arnal, Gilles Wainrib, Alexandre Gramfort

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

An IoT Endpoint System-on-Chip for Secure and Energy-Efficient Near-Sensor Analytics

Francesco Conti, Robert Schilling, Pasquale Davide Schiavone, Antonio Pullini, Davide Rossi, Frank Kagan Gürkaynak, Michael Muehlberghuber, Michael Gautschi, Igor Loi, Germain Haugou, Stefan Mangard, Luca Benini

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 15 pages, 12 figures, accepted for publication to the IEEE Transactions on Circuits and Systems - I: Regular Papers

Neurology-as-a-Service for the Developing World

Tejas Dharamsi, Payel Das, Tejaswini Pedapati, Gregory Bramble, Vinod Muthusamy, Horst Samulowitz, Kush R. Varshney, Yuvaraj Rajamanickam, John Thomas, Justin Dauwels

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Presented at NIPS 2017 Workshop on Machine Learning for the Developing World

Role of inter-hemispheric connections in functional brain networks

J. H. Martínez, J. M. Buldú, D. Papo, F. De Vico Fallani, M. Chavez

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 12 pages 5 figures (main), 9 pages and 8 figures (Supp Info)

Structural Stability of Lexical Semantic Spaces: Nouns in Chinese and French

Sabine Ploux, Rui Wang, ZhengFeng Zhong, Hai Zhao, Yang Xin, Bao-Liang Lu

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 17 pages, 4 figures

Neonatal Seizure Detection using Convolutional Neural Networks

Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments IEEE International Workshop on Machine Learning for Signal Processing

Evaluating Content-centric vs User-centric Ad Affect Recognition

Abhinav Shukla, Shruti Shriya Gullapuram, Harish Katti, Karthik Yadati, Mohan Kankanhalli, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Accepted at the ACM International Conference on Multimodal Interation (ICMI) 2017

AudExpCreator: A GUI-based Matlab tool for designing and creating auditory experiments with the Psychophysics Toolbox

Duc T. Nguyen, Blair Kaneshiro

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 15 pages, 6 figures

Gender and Emotion Recognition with Implicit User Signals

Maneesh Bilalpur, Seyed Mostafa Kia, Manisha Chawla, Tat-Seng Chua, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments To be published in the Proceedings of 19th International Conference on Multimodal Interaction.2017

Discovering Gender Differences in Facial Emotion Recognition via Implicit Behavioral Cues

Maneesh Bilalpur, Seyed Mostafa Kia, Tat-Seng Chua, Ramanathan Subramanian

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments To be published in the Proceedings of Seventh International Conference on Affective Computing and Intelligent Interaction.2017

Extracranial estimation of neural mass model parameters using the Unscented Kalman Filter

Lara Escuain-Poole, Jordi Garcia-Ojalvo, Antonio J. Pons

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Applying advanced machine learning models to classify electro-physiological activity of human brain for use in biometric identification

Iaroslav Omelianenko

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

SLEEPNET: Automated Sleep Staging System via Deep Learning

Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M Brandon Westover, Matt T Bianchi, Jimeng Sun

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Multiscale Granger causality analysis by à trous wavelet transform

Sebastiano Stramaglia, Iege Bassez, Luca Faes, Daniele Marinazzo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 4 pages, 3 figures

Deep Recurrent Neural Networks for seizure detection and early seizure detection systems

Sachin S. Talathi

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Classification of meaningful and meaningless visual objects: a graph similarity approach

Ahmad Mheich, Mahmoud Hassan, Fabrice Wendling

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 4 pages, 2 figures, ICABME 2017 conference

SGDR: Stochastic Gradient Descent with Warm Restarts

Ilya Loshchilov, Frank Hutter

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments ICLR 2017 conference paper

Alpha Wavelet Power as a Biomarker of Antidepressant Treatment Response in Bipolar Depression

Wojciech Jernajczyk, Pawel Gosek, Miroslaw Latka, Klaudia Kozlowska, Lukasz Swiecicki, Bruce J. West

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 19 pages, 3 figures

Measures of Entropy and Complexity in altered states of consciousness

D. M. Mateos, R. Guevara Erra, R. Wennberg, J. L. Perez Velazquez

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 2 figures

What makes a gesture a gesture? Neural signatures involved in gesture recognition

Maria Cabrera, Keisha Novak, Daniel Foti, Richard Voyles, Juan Wachs

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments This work has been submitted to a IEEE conference and is awaiting for a decision

Bag-of-Words Representation for Biomedical Time Series Classification

Jin Wang, Ping Liu, Mary F. H. She, Saeid Nahavandi, and Abbas Kouzani

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 10 pages, 7 figures. Submitted to IEEE Transaction on Biomedical Engineering

Filter Bank Common Spatial Patterns in Mental Workload Estimation

Mahnaz Arvaneh, Alberto Umilta, Ian H. Robertson

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Accepted for publication in IEEE EMBC 2015

A new foreperiod effect on single-trial phase coherence. Part I: existence and relevance

Joaquin Rapela, Marissa Westerfield, Jeanne Townsend, Scott Makeig

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Assessing directionality and strength of coupling through symbolic analysis: an application to epilepsy patients

Klaus Lehnertz, Henning Dickten

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Journal ref Phil. Trans. R. Soc. A 373, 2034 (2015)