Adversarial Deep Learning in EEG Biometrics

Adversarial Deep Learning in EEG Biometrics

27 March 2019

Ozan Özdenizci

Deniz Erdogmus

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Papers citing "Adversarial Deep Learning in EEG Biometrics"

15 / 15 papers shown

Title
Affective EEG-Based Person Identification Using the Deep Learning Approach Theerawit Wilaiprasitporn Apiwat Ditthapron Karis Matchaparn Tanaboon Tongbuasirilai Nannapas Banluesombatkul Ekapol Chuangsuwanich 37 133 0 05 Jul 2018
Fader Networks: Manipulating Images by Sliding Attributes Guillaume Lample Neil Zeghidour Nicolas Usunier Antoine Bordes Ludovic Denoyer MarcÁurelio Ranzato DRL GAN 108 546 0 01 Jun 2017
Controllable Invariance through Adversarial Feature Learning Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 106 293 0 31 May 2017
In-ear EEG biometrics for feasible and readily collectable real-world person authentication Takashi Nakamura Valentin Goverdovsky Danilo P. Mandic 33 100 0 10 May 2017
Deep learning with convolutional neural networks for EEG decoding and visualization Robin Tibor Schirrmeister Jost Tobias Springenberg Lukas Dominique Josef Fiederer Martin Glasstetter Katharina Eggensperger Michael Tangermann Frank Hutter Wolfram Burgard Tonio Ball 88 1,924 0 15 Mar 2017
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 112 2,900 0 23 Nov 2016
Learning to Pivot with Adversarial Networks Gilles Louppe Michael Kagan Kyle Cranmer 66 227 0 03 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,618 0 07 Oct 2016
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 68 666 0 19 Nov 2015
Censoring Representations with an Adversary Harrison Edwards Amos Storkey AAML FaML 68 506 0 18 Nov 2015
Deep Feature Learning for EEG Recordings Sebastian Stober Avital Sternin A. Owen Jessica A. Grahn 51 131 0 13 Nov 2015
The Variational Fair Autoencoder Christos Louizos Kevin Swersky Yujia Li Max Welling R. Zemel DRL 223 636 0 03 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 467 43,347 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,922 0 20 Dec 2013