Impact of dataset size and long-term ECoG-based BCI usage on deep
learning decoders performance

Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance

8 September 2022

Maciej Śliwowski

Matthieu Martin

Antoine Souloumiac

ArXiv (abs)PDF HTML

Papers citing "Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance"

17 / 17 papers shown

Title
LIDL: Local Intrinsic Dimension Estimation Using Approximate Likelihood Piotr Tempczyk Rafał Michaluk Łukasz Garncarek Przemysław Spurek Jacek Tabor Adam Goliñski 101 28 0 29 Jun 2022
An adaptive closed-loop ECoG decoder for long-term and stable bimanual control of an exoskeleton by a tetraplegic Alexandre Moly T. Costecalde Félix Martel Christelle Larzabal Serpil Karakas A. Verney G. Charvet S. Chabardès A. Benabid T. Aksenova 29 31 0 25 Jan 2022
Decoding ECoG signal into 3D hand translation using deep learning Maciej Śliwowski Matthieu Martin Antoine Souloumiac P. Blanchart T. Aksenova 49 27 0 05 Oct 2021
Scikit-dimension: a Python package for intrinsic dimension estimation Jonathan Bac Evgeny M. Mirkes Alexander N. Gorban I. Tyukin A. Zinovyev 88 83 0 06 Sep 2021
CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals Cédric Rommel Thomas Moreau Joseph Paillard Alexandre Gramfort 75 37 0 25 Jun 2021
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 236 273 0 18 Apr 2021
The Shape of Learning Curves: a Review T. Viering Marco Loog 80 134 0 19 Mar 2021
Learning Curves for Analysis of Deep Networks Derek Hoiem Tanmay Gupta Zhizhong Li Michal Shlapentokh-Rothman 77 26 0 21 Oct 2020
Local intrinsic dimensionality estimators based on concentration of measure Jonathan Bac A. Zinovyev 31 10 0 31 Jan 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 651 4,925 0 23 Jan 2020
A Constructive Prediction of the Generalization Error Across Scales Jonathan S. Rosenfeld Amir Rosenfeld Yonatan Belinkov Nir Shavit 105 215 0 27 Sep 2019
EEG-GAN: Generative adversarial networks for electroencephalograhic (EEG) brain signals K. Hartmann R. Schirrmeister T. Ball GAN AI4TS 80 232 0 05 Jun 2018
Estimating the intrinsic dimension of datasets by a minimal neighborhood information Elena Facco M. d’Errico Alex Rodriguez Alessandro Laio 65 327 0 19 Mar 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 205 9,492 0 09 Feb 2018
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 127 2,914 0 23 Nov 2016
Learning Representations from EEG with Deep Recurrent-Convolutional Neural Networks P. Bashivan Irina Rish M. Yeasin Noel Codella 95 666 0 19 Nov 2015
Decoding finger movements from ECoG signals using switching linear models Rémi Flamary A. Rakotomamonjy 70 69 0 17 Jun 2011

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.