Evaluating Classifiers to Detect Arm Movement Intention from EEG Signals
Explore this paper's citation graph
Summary
A methodology to detect the intention to make a reaching movement with the arm in healthy subjects before the movement actually starts by measuring brain activity through electroencephalographic signals that are registered by electrodes placed over the scalp is presented.
- Type
- article
- Published
- 2014-09-29
- Cited by
- 52
- References
- 40
- Access
- Open access
- OpenAlex
- https://openalex.org/W25268915
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:17816428
Keywords
Philosophy, Theology, Epistemology
References
- Wearable Robots: Biomechatronic Exoskeletons
- Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex
- Least Squares Support Vector Machine Classifiers
- What is the Bereitschaftspotential?
- Detection of self-paced reaching movement intention from EEG signals
- Classification of EEG Signals Using a Multiple Kernel Learning Support Vector Machine
- Employing spatially constrained ICA and wavelet denoising, for automatic removal of artifacts from multichannel EEG data
- Rehabilitation Exoskeletal Robotics
- Intention, action planning, and decision making in parietal-frontal circuits.
- Regularized Discriminant Analysis
- Spatial filter selection for EEG-based communication.
- Control of a 2 DoF robot using a Brain-Machine Interface
- Mental tasks-based brain-robot interface
- Muscle artifacts in multichannel EEG: characteristics and reduction.
- Human movement-related potentials vs desynchronization of EEG alpha rhythm: a high-resolution EEG study.
- A review of classification algorithms for EEG-based brain–computer interfaces
- Detection of movement intention from single-trial movement-related cortical potentials
- Prediction of human voluntary movement before it occurs
- Visual evoked potential-based brain-machine interface applications to assist disabled people
- The Armeo Spring as training tool to improve upper limb functionality in multiple sclerosis: a pilot study
Cited by
- Using a brain-machine interface to control a hybrid upper limb exoskeleton during rehabilitation of patients with neurological conditions
- Studying Cognitive Attention Mechanisms during Walking from EEG Signals
- Factors of Influence on the Performance of a Short-Latency Non-Invasive Brain Switch: Evidence in Healthy Individuals and Implication for Motor Function Rehabilitation
- EEG-Based Detection of Starting and Stopping During Gait Cycle
- Brain-machine Interface in Robot-assisted Neurorehabilitation for Patients with Stroke and Upper Extremity Weakness – the Therapeutic Turning Point
- The effects of pre-filtering and individualizing components for electroencephalography neural network classification
- Personalized Offline and Pseudo-Online BCI Models to Detect Pedaling Intent
- Decoding of Self-paced Lower-Limb Movement Intention: A Case Study on the Influence Factors
- A wearable rehabilitation device for paralysis
- Brain computer interface based robotic arm control
- Stroke Rehabilitation and Parkinson's Disease Tremor Reduction Using BCIs Combined With FES
- Dendrite morphological neural networks for motor task recognition from electroencephalographic signals
- Spectral Feature Extraction and Analysis in Human Electroencephalogram (EEG) Signals
- Development of a Modular Board for EEG Signal Acquisition
- Muscles movement intention detection from EEG using movement related cortical potentials (MRCPs)
- Análisis de Algoritmos para Detección de Pedaleo en Interfaces Cerebro-Máquina
- A Wearable Exoskeleton Rehabilitation Device for Paralysis – A Comprehensive Study
- Towards Symbiotic Human-Robot Collaboration: Human Movement Intention Recognition with an EEG
- A hierarchical architecture for recognising intentionality in mental tasks on a brain-computer interface
- Performance Evaluation of EEG/EMG Fusion Methods for Motion Classification
Related papers
- Language, logic, and reason in the church fathers : a study of Tertullian, Augustine, and Aquinas
- Scripture truth course : Scripture truth simplified and explained for young Christians
- First Theology: God, Scripture & Hermeneutics
- The Gospel of John and Early Trinitarian Thought: The Unity of God in John, Irenaeus and Tertullian
- Scriptural Authority: A Christian (Protestant) Perspective