Cargando…

Convolutional Neural Network for Multi-Category Rapid Serial Visual Presentation BCI

Brain computer interfaces rely on machine learning (ML) algorithms to decode the brain's electrical activity into decisions. For example, in rapid serial visual presentation (RSVP) tasks, the subject is presented with a continuous stream of images containing rare target images among standard im...

Descripción completa

Detalles Bibliográficos
Autores principales:	Manor, Ran, Geva, Amir B.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2015
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4667102/ https://www.ncbi.nlm.nih.gov/pubmed/26696875 http://dx.doi.org/10.3389/fncom.2015.00146

Ejemplares similares

Multimodal Neural Network for Rapid Serial Visual Presentation Brain Computer Interface
por: Manor, Ran, et al.
Publicado: (2016)

Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

Corrigendum: Multi-person feature fusion transfer learning-based convolutional neural network for SSVEP-based collaborative BCI
por: Li, Penghai, et al.
Publicado: (2022)

Research and Verification of Convolutional Neural Network Lightweight in BCI
por: Xu, Shipu, et al.
Publicado: (2020)

A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm
por: Li, Rui, et al.
Publicado: (2022)

Biases in BCI experiments: Do we really need to balance stimulus properties across categories?
por: La Fisca, Luca, et al.
Publicado: (2022)

Ultra-Rapid serial visual presentation reveals dynamics of feedforward and feedback processes in the ventral visual pathway
por: Mohsenzadeh, Yalda, et al.
Publicado: (2018)

Comparing Neural Correlates of Visual Target Detection in Serial Visual Presentations Having Different Temporal Correlations
por: Luo, An, et al.
Publicado: (2009)

Orthogonal Representations of Object Shape and Category in Deep Convolutional Neural Networks and Human Visual Cortex
por: Zeman, Astrid A., et al.
Publicado: (2020)

Multi-category classification of left ventricle ejection fraction using a convolutional neural network
por: Carter, R, et al.
Publicado: (2022)

The Hybrid BCI
por: Pfurtscheller, Gert, et al.
Publicado: (2010)

Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control
por: Daly, Ian, et al.
Publicado: (2014)

A Cross-Session Dataset for Collaborative Brain-Computer Interfaces Based on Rapid Serial Visual Presentation
por: Zheng, Li, et al.
Publicado: (2020)

Target-Related Alpha Attenuation in a Brain-Computer Interface Rapid Serial Visual Presentation Calibration
por: Klee, Daniel, et al.
Publicado: (2022)

Parkinson’s disease detection based on multi-pattern analysis and multi-scale convolutional neural networks
por: Qiu, Lina, et al.
Publicado: (2022)

An improved multi-input deep convolutional neural network for automatic emotion recognition
por: Chen, Peiji, et al.
Publicado: (2022)

Convolutional-de-convolutional neural networks for recognition of surgical workflow
por: Chen, Yu-wen, et al.
Publicado: (2022)

Guiding visual attention in deep convolutional neural networks based on human eye movements
por: van Dyck, Leonard Elia, et al.
Publicado: (2022)

Serial and parallel convolutional neural network schemes for NFDM signals
por: Zhang, Wen Qi, et al.
Publicado: (2022)

Sperm motility assessed by deep convolutional neural networks into WHO categories
por: Haugen, Trine B., et al.
Publicado: (2023)

Diagnosis of Alzheimer’s Disease via Multi-Modality 3D Convolutional Neural Network
por: Huang, Yechong, et al.
Publicado: (2019)

Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection
por: Huang, Li, et al.
Publicado: (2022)

Application of convolutional neural network in fusion and classification of multi-source remote sensing data
por: Ye, Fanghong, et al.
Publicado: (2022)

Deep Residual Convolutional Neural Networks for Brain–Computer Interface to Visualize Neural Processing of Hand Movements in the Human Brain
por: Fujiwara, Yosuke, et al.
Publicado: (2022)

EEG-based detection of the locus of auditory attention with convolutional neural networks
por: Vandecappelle, Servaas, et al.
Publicado: (2021)

Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data
por: Zhang, Chuncheng, et al.
Publicado: (2021)

Dynamic probability integration for electroencephalography-based rapid serial visual presentation performance enhancement: Application in nighttime vehicle detection
por: Cui, Yujie, et al.
Publicado: (2022)

An Online Data Visualization Feedback Protocol for Motor Imagery-Based BCI Training
por: Duan, Xu, et al.
Publicado: (2021)

Quantitative susceptibility mapping using multi-channel convolutional neural networks with dipole-adaptive multi-frequency inputs
por: Si, Wenbin, et al.
Publicado: (2023)

Contextual Integration in Cortical and Convolutional Neural Networks
por: Iyer, Ramakrishnan, et al.
Publicado: (2020)

A Multi-Scale Densely Connected Convolutional Neural Network for Automated Thyroid Nodule Classification
por: Wang, Luoyan, et al.
Publicado: (2022)

A multi-scale pooling convolutional neural network for accurate steel surface defects classification
por: Fu, Guizhong, et al.
Publicado: (2023)

A Novel Efficient Convolutional Neural Algorithm for Multi-Category Aliasing Hardware Recognition
por: Zhang, Yunzhi, et al.
Publicado: (2022)

Toward New Modalities in VEP-Based BCI Applications Using Dynamical Stimuli: Introducing Quasi-Periodic and Chaotic VEP-Based BCI
por: Shirzhiyan, Zahra, et al.
Publicado: (2020)

Review of the BCI Competition IV
por: Tangermann, Michael, et al.
Publicado: (2012)

Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network
por: Wang, Fei, et al.
Publicado: (2022)

Brain Network Analysis and Classification Based on Convolutional Neural Network
por: Meng, Lu, et al.
Publicado: (2018)

Audio-visual feedback improves the BCI performance in the navigational control of a humanoid robot
por: Tidoni, Emmanuele, et al.
Publicado: (2014)

SSVEP BCI and Eye Tracking Use by Individuals With Late-Stage ALS and Visual Impairments
por: Peters, Betts, et al.
Publicado: (2020)

Negative Priming Under Rapid Serial Visual Presentation
por: Wong, Kin Fai Ellick
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_ai805he486btimajudgjibt9kp