Cargando…

Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces

Decoding movement related intentions is a key step to implement BMIs. Decoding EEG has been challenging due to its low spatial resolution and signal to noise ratio. Metric learning allows finding a representation of data in a way that captures a desired notion of similarity between data points. In t...

Descripción completa

Detalles Bibliográficos
Autores principales:	Plucknett, William, Sanchez Giraldo, Luis G., Bae, Jihye
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Human Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283905/ https://www.ncbi.nlm.nih.gov/pubmed/35845246 http://dx.doi.org/10.3389/fnhum.2022.902183

Ejemplares similares

Freewill and responsibility
por: Kenny, Anthony, 1931-
Publicado: (1978)

Editorial: Towards dependable brain computer/machine interfaces for movement control
por: Müller-Putz, Gernot R., et al.
Publicado: (2023)

The classification of movement intention through machine learning models: the identification of significant time-domain EMG features
por: Mohd Khairuddin, Ismail, et al.
Publicado: (2021)

Weighted Brain Network Metrics for Decoding Action Intention Understanding Based on EEG
por: Xiong, Xingliang, et al.
Publicado: (2020)

Continuous decoding of movement intention of upper limb self-initiated analytic movements from pre-movement EEG correlates
por: López-Larraz, Eduardo, et al.
Publicado: (2014)

Classification of Movement Intention Using Independent Components of Premovement EEG
por: Kim, Hyeonseok, et al.
Publicado: (2019)

The Influence of Different EEG References on Scalp EEG Functional Network Analysis During Hand Movement Tasks
por: Zhang, Lipeng, et al.
Publicado: (2020)

Detecting intention to walk in stroke patients from pre-movement EEG correlates
por: Sburlea, Andreea Ioana, et al.
Publicado: (2015)

Classification of Alzheimer’s Disease Leveraging Multi-task Machine Learning Analysis of Speech and Eye-Movement Data
por: Jang, Hyeju, et al.
Publicado: (2021)

Semantic processing during continuous speech production: an analysis from eye movements and EEG
por: Huang, Jinfeng, et al.
Publicado: (2023)

EEG Headset Evaluation for Detection of Single-Trial Movement Intention for Brain-Computer Interfaces
por: Jochumsen, Mads, et al.
Publicado: (2020)

Continuous Decoding of Hand Movement From EEG Signals Using Phase-Based Connectivity Features
por: Hosseini, Seyyed Moosa, et al.
Publicado: (2022)

High-Resolution Movement EEG Classification
por: Šťastný, Jakub, et al.
Publicado: (2007)

Prediction of gait intention from pre-movement EEG signals: a feasibility study
por: Shafiul Hasan, S. M., et al.
Publicado: (2020)

EEG neural correlates of goal-directed movement intention
por: Pereira, Joana, et al.
Publicado: (2017)

A CNN-LSTM model for six human ankle movements classification on different loads
por: Li, Min, et al.
Publicado: (2023)

Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals
por: Zhang, Hongyi, et al.
Publicado: (2020)

The Power of Rhetoric: Two Healing Movements
por: Justman, Stewart
Publicado: (2011)

Improved classification performance of EEG-fNIRS multimodal brain-computer interface based on multi-domain features and multi-level progressive learning
por: Qiu, Lina, et al.
Publicado: (2022)

Detection of self-paced reaching movement intention from EEG signals
por: Lew, Eileen, et al.
Publicado: (2012)

Evaluating Classifiers to Detect Arm Movement Intention from EEG Signals
por: Planelles, Daniel, et al.
Publicado: (2014)

Homology Characteristics of EEG and EMG for Lower Limb Voluntary Movement Intention
por: Zhang, Xiaodong, et al.
Publicado: (2021)

Closed-loop motor imagery EEG simulation for brain-computer interfaces
por: Shin, Hyonyoung, et al.
Publicado: (2022)

Recognition of Consumer Preference by Analysis and Classification EEG Signals
por: Aldayel, Mashael, et al.
Publicado: (2021)

Feel Your Reach: An EEG-Based Framework to Continuously Detect Goal-Directed Movements and Error Processing to Gate Kinesthetic Feedback Informed Artificial Arm Control
por: Müller-Putz, Gernot R., et al.
Publicado: (2022)

Frontal alpha asymmetry interaction with an experimental story EEG brain-computer interface
por: Krogmeier, Claudia, et al.
Publicado: (2022)

EEG Classification of Different Imaginary Movements within the Same Limb
por: Yong, Xinyi, et al.
Publicado: (2015)

Brain Activation During Visually Guided Finger Movements
por: Brand, Johannes, et al.
Publicado: (2020)

Editorial: Neuroimaging of non-motor deficits in movement disorders
por: Ofori, Edward, et al.
Publicado: (2023)

Using Non-linear Dynamics of EEG Signals to Classify Primary Hand Movement Intent Under Opposite Hand Movement
por: Wang, Jiarong, et al.
Publicado: (2022)

Identifying biomarkers for tDCS treatment response in Alzheimer’s disease patients: a machine learning approach using resting-state EEG classification
por: Andrade, Suellen Marinho, et al.
Publicado: (2023)

Decoding Intracranial EEG With Machine Learning: A Systematic Review
por: Mirchi, Nykan, et al.
Publicado: (2022)

Eye Movements During RAN as an Operationalization of the RAN-Reading “Microcosm”
por: Peters, Jessica Lee, et al.
Publicado: (2020)

Evaluation of a New Lightweight EEG Technology for Translational Applications of Passive Brain-Computer Interfaces
por: Sciaraffa, Nicolina, et al.
Publicado: (2022)

Decoding the EEG patterns induced by sequential finger movement for brain-computer interfaces
por: Liu, Chang, et al.
Publicado: (2023)

EEG-Based Classification of Internally- and Externally-Directed Attention in an Augmented Reality Paradigm
por: Vortmann, Lisa-Marie, et al.
Publicado: (2019)

Comparison of comprehensive quantitative EEG metrics between typically developing boys and girls in resting state eyes-open and eyes-closed conditions
por: Modarres, Mo, et al.
Publicado: (2023)

Overground Walking Decreases Alpha Activity and Entrains Eye Movements in Humans
por: Cao, Liyu, et al.
Publicado: (2020)

Striatal Control of Movement: A Role for New Neuronal (Sub-) Populations?
por: Fieblinger, Tim
Publicado: (2021)

An online hybrid BCI combining SSVEP and EOG-based eye movements
por: Zhang, Jun, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_j7uetpmp4s12ccnqog0g9fc63e