脑机接口 / BCI

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

Diffusion geometry approach to efficiently remove electrical stimulation artifacts in intracranial electroencephalography

Sankaraleengam Alagapan, Hae Won Shin, Flavio Frohlich, Hau-tieng Wu

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

Alzheimer's Disease Diagnosis Based on Cognitive Methods in Virtual Environments and Emotions Analysis

Juan Manuel Fernández Montenegro

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments PhD Thesis 2018

The Effect of Whole-Body Haptic Feedback on Driver's Perception in Negotiating a Curve

Erfan Pakdamanian, Lu Feng, Inki Kim

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Human Factors and Ergonomics Society 2018 Annual Meeting

Journal ref Pakdamanian, Erfan, Lu Feng, and Inki Kim. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, vol. 62, no. 1, pp. 19-23. Sage CA: Los Angeles, CA: SAGE Publications, 2018

CARE-rCortex: a Matlab toolbox for the analysis of CArdio-REspiratory-related activity in the Cortex

Fanny Grosselin, Xavier Navarro-Sune, Mathieu Raux, Thomas Similowski, Mario Chavez

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments This manuscript contains 13 pages including 7 color figures

Journal ref J Neurosci Methods. 2018 Aug 13. pii: S0165-0270(18)30247-4. doi: 10.1016/j.jneumeth.2018.08.011

Psychiatric Illnesses as Disorders of Network Dynamics

Daniel Durstewitz, Quentin J. M. Huys, Georgia Koppe

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Determining the minimum embedding dimension for state space reconstruction through recurrence networks

K. P. Harikrishnan, Rinku Jacob, R. Misra, G. Ambika

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 13 pages, 8 figures, submitted to Pramana( J Phys)

Journal ref Indian Academy of Sciences Conference Series (2017) 1:1

Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications

Haohan Wang, Zhenglin Wu, Eric P. Xing

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 12 pages, 5 figures

Active Learning for Regression Using Greedy Sampling

Dongrui Wu, Chin-Teng Lin, Jian Huang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Dynamic reshaping of functional brain networks during visual object recognition

J. Rizkallah, P. Benquet, A. Kabbara, O. Dufor, F. Wendling, M. Hassan

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Spatio-Temporal Structured Sparse Regression with Hierarchical Gaussian Process Priors

Danil Kuzin, Olga Isupova, Lyudmila Mihaylova

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Ripple oscillations in the left temporal neocortex are associated with impaired verbal episodic memory encoding

Zachary J. Waldman, Liliana Camarillo-Rodriguez, Inna Chervenova, Brent Berry, Shoichi Shimamoto, Bahareh Elahian, Michal Kucewicz, Chaitanya Ganne, Xiao-Song He, Leon A. Davis, Joel Stein, Sandhitsu Das, Richard Gorniak, Ashwini D. Sharan, Robert Gross, Cory S. Inman, Bradley C. Lega, Kareem Zaghloul, Barbara C. Jobst, Katheryn A. Davis, Paul Wanda, Mehraneh Khadjevand, Joseph Tracy, Daniel S. Rizzuto, Gregory Worrell, Michael Sperling, Shennan A. Weiss

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis

Arna Ghosh, Fabien dal Maso, Marc Roig, Georgios D Mitsis, Marie-Hélène Boudrias

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Semi-supervised Seizure Prediction with Generative Adversarial Networks

Nhan Duy Truong, Levin Kuhlmann, Mohammad Reza Bonyadi, Omid Kavehei

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 6 pages, 5 figures, 3 tables. arXiv admin note: text overlap with arXiv:1707.01976

Multi-modal Approach for Affective Computing

Siddharth Siddharth, Tzyy-Ping Jung, Terrence J. Sejnowski

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments Published in IEEE 40th International Engineering in Medicine and Biology Conference (EMBC) 2018

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance

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

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments EMBC 2018

Focal onset seizure prediction using convolutional networks

Haidar Khan, Lara Marcuse, Madeline Fields, Kalina Swann, Bülent Yener

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments 8 pages, 6 figures, 3 tables

Journal ref Khan, H., Marcuse, L., Fields, M., Swann, K., & Yener, B. (2017). Focal onset seizure prediction using convolutional networks. IEEE Transactions on Biomedical Engineering

Lehmer Transform and its Theoretical Properties

Masoud Ataei, Shengyuan Chen, Xiaogang Wang

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Predicting the spatiotemporal diversity of seizure propagation and termination in human focal epilepsy

Timothée Proix, Viktor K. Jirsa, Fabrice Bartolomei, Maxime Guye, Wilson Truccolo

专题命中 EEG解码 ：EEG(abstract)；分类 q-bio.NC

Comments 10 pages + 9 pages Supporting Information (SI), 7 figures, 1 SI table, 7 SI figures

A machine learning model for identifying cyclic alternating patterns in the sleeping brain

Aditya Chindhade, Abhijeet Alshi, Aakash Bhatia, Kedar Dabhadkar, Pranav Sivadas Menon

专题命中 EEG解码 ：EEG(abstract)；分类 cs.LG

Comments Presented at HackAuton, Auton Lab, Carnegie Mellon University. Problem credits: Philips

Entropy-based Generating Markov Partitions for Complex Systems

Nicolás Rubido, Celso Grebogi, Murilo S. Baptista

专题命中 EEG解码 ：EEG(abstract)；分类 eess.SP

Comments 10 pages, 10 figures

Analyzing the Impact of Cognitive Load in Evaluating Gaze-based Typing

Korok Sengupta, Jun Sun, Raphael Menges, Chandan Kumar, Steffen Staab

专题命中 EEG解码 ：EEG(abstract)；分类 cs.HC

Comments 6 pages, 4 figures, IEEE CBMS 2017