Search Results - "Cecotti, Hubert"

A Self-Paced and Calibration-Less SSVEP-Based Brain-Computer Interface Speller by Cecotti, Hubert

“…A brain-computer interface (BCI) is a communication system based on neural activity. Its goal is to provide a new output channel for the brain that requires…”
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Single-Trial Classification of Event-Related Potentials in Rapid Serial Visual Presentation Tasks Using Supervised Spatial Filtering by Cecotti, Hubert, Eckstein, Miguel P., Giesbrecht, Barry

“…Accurate detection of single-trial event-related potentials (ERPs) in the electroencephalogram (EEG) is a difficult problem that requires efficient signal…”
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Data augmentation for handwritten digit recognition using generative adversarial networks by Jha, Ganesh, Cecotti, Hubert

“…Supervised learning techniques require labeled examples that can be time consuming to obtain. In particular, deep learning approaches, where all the feature…”
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Editorial: Translational brain-computer interfaces: From research labs to the market and back by Valeriani, Davide, Cecotti, Hubert, Thelen, Antonia, Herff, Christian

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Symmetrical filters in convolutional neural networks by Dzhezyan, Gregory, Cecotti, Hubert

“…Symmetry is present in nature and science. In image processing, kernels for spatial filtering possess some symmetry (e.g. Sobel operators, Gaussian,…”
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Semi-automatic ground truth generation using unsupervised clustering and limited manual labeling: Application to handwritten character recognition by Vajda, Szilárd, Rangoni, Yves, Cecotti, Hubert

“…•We propose a fast and accurate semi-automatic labeling strategy.•Human expert knowledge (time and cost) is reduced to minimum.•Unsupervised clustering and…”
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Subject combination and electrode selection in cooperative brain-computer interface based on event related potentials by Cecotti, Hubert, Rivet, Bertrand

“…New paradigms are required in Brain-Computer Interface (BCI) systems for the needs and expectations of healthy people. To solve this issue, we explore the…”
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A Multimodal Gaze-Controlled Virtual Keyboard by Cecotti, Hubert

“…New portable and noninvasive eye-trackers allow the creation of robust virtual keyboards that aim to improve the life of disabled people who are unable to…”
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Spelling with non-invasive Brain–Computer Interfaces – Current and future trends by Cecotti, Hubert

“…► Brain-computer interfaces for spelling are promising tools for disabled people. ► Although some progress has been achieved, several challenges exist for…”
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Deep Random Vector Functional Link Network for handwritten character recognition by Cecotti, Hubert

“…The field of artificial neural networks has a long history of several decades, where the theoretical contributions have progressed with advances in terms of…”
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Active graph based semi-supervised learning using image matching: Application to handwritten digit recognition by Cecotti, Hubert

“…•A robust active learning method.•Ground truth creation is optimized (time and cost reduction).•The combination of efficient image matching and label…”
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Correction: cecotti, h. And rivet, B. Subject combination and electrode selection in cooperative brain-computer interface based on event related potentials. Brain sci. 2014, 4, 335-355 by Cecotti, Hubert, Rivet, Bertrand

“…The authors wish to make the following correction to this paper (Cecotti, H.; Rivet, B. Subject Combination and Electrode Selection in Cooperative…”
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Adaptive training session for a P300 speller brain–computer interface by Rivet, Bertrand, Cecotti, Hubert, Perrin, Margaux, Maby, Emmanuel, Mattout, Jérémie

“…With a brain–computer interface (BCI), it is nowadays possible to achieve a direct pathway between the brain and computers thanks to the analysis of some…”
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A time–frequency convolutional neural network for the offline classification of steady-state visual evoked potential responses by Cecotti, Hubert

“…► A new convolutional neural network architecture. ► It includes the Fourier transform between two hidden layers. ► Classification of steady-state visual…”
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Single-Trial Detection With Magnetoencephalography During a Dual-Rapid Serial Visual Presentation Task by Cecotti, Hubert

“…Goal: The detection of brain responses corresponding to the presentation of a particular class of images is a challenge in brain-machine interface. Current…”
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Rotation invariant descriptors for galaxy morphological classification by Cecotti, Hubert

“…The detection of multi-oriented objects is a difficult pattern recognition problem. In this paper, we propose to evaluate the performance of different families…”
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Toward shift invariant detection of event-related potentials in non-invasive brain-computer interface by Cecotti, Hubert

“…•Solution for the jitter problem of the stimulus onsets for ERP single-trial detection.•Shift-invariant features based on the power spectrum or bispectrum.•AUC…”
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Cultural Heritage in Fully Immersive Virtual Reality by Cecotti, Hubert

“…Fully immersive virtual reality (VR) applications have modified the way people access cultural heritage—from the visiting of virtual museums containing large…”
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A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair by Meena, Yogesh Kumar, Cecotti, Hubert, Wong-Lin, KongFatt, Prasad, Girijesh

“…Human-computer interaction (HCI) research has been playing an essential role in the field of rehabilitation. The usability of the gaze controlled powered…”
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Convolutional Neural Networks for P300 Detection with Application to Brain-Computer Interfaces by Cecotti, H, Graser, A

“…A Brain-Computer Interface (BCI) is a specific type of human-computer interface that enables the direct communication between human and computers by analyzing…”
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