Deep learning-based electroencephalography analysis: a systematic review
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab260c
A comprehensive review of EEG-based brain-computer interface paradigms.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf12e
Inter-subject transfer learning with an end-to-end deep convolutional neural network for EEG-based BCI.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf3f6
Online classification of imagined speech using functional near-infrared spectroscopy signals
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aae4b9
Electrode fabrication and interface optimization for imaging of evoked peripheral nervous system activity with electrical impedance tomography (EIT).
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aae868
Simulation of visual perception and learning with a retinal prosthesis.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf270
Feature extraction of four-class motor imagery EEG signals based on functional brain network.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab0328
Neural tracking of the speech envelope in cochlear implant users.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aae6b9
EEG decoding of the target speaker in a cocktail party scenario: considerations regarding dynamic switching of talker location.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab0cf1
Classification and regression of spatio-temporal signals using NeuCube and its realization on SpiNNaker neuromorphic hardware.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aafabc
A machine-learning approach to volitional control of a closed-loop deep brain stimulation system.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aae67f
Interfacing the neural output of the spinal cord: robust and reliable longitudinal identification of motor neurons in humans.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4d05
An EOG-based wheelchair robotic arm system for assisting patients with severe spinal cord injuries.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aafc88
Deep-learning for seizure forecasting in canines with epilepsy.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab172d
SpikeDeeptector: A deep-learning based method for detection of neural spiking activity.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab1e63
Calculating deep brain stimulation amplitudes and power consumption by constrained optimization.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaeeb7
On the parameters used in finite element modeling of compound peripheral nerves.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaeb0c
Electrical connectors for neural implants: design, state of the art and future challenges of an underestimated component.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab36df
A novel approach of decoding EEG four-class motor imagery tasks via scout ESI and CNN.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4af6
Connectivity steered graph Fourier transform for motor imagery BCI decoding.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab21fd
Minimax-optimal decoding of movement goals from local field potentials using complex spectral features
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/AB1A1F
EEG Representation Using Multi-instance Framework on The Manifold of Symmetric Positive Definite Matrices for EEG-based Computer Aided Diagnosis
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab0dad
VITA-an everyday virtual reality setup for prosthetics and upper-limb rehabilitation.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf35f
Stimulation strategies for selective activation of retinal ganglion cell soma and threshold reduction.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf92b
An iterative cross-subject negative-unlabeled learning algorithm for quantifying passive fatigue.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab255d
Use of deep learning to detect personalized spatial-frequency anomalies in EEGs of children with ADHD.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab3a0a
Impact of neuroanatomical variations and electrode orientation on stimulus current in a device for migraine: a computational study.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab3d94
Toward optical coherence tomography angiography-based biomarkers to assess the safety of peripheral nerve electrostimulation
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab1405
Latent common source extraction via a generalized canonical correlation framework for frequency recognition in SSVEP based brain-computer interfaces.
来源期刊:Journal of Neural EngineeringDOI:10.1088/1741-2552/AB13D1
Effect of anesthesia on motor responses evoked by spinal neural prostheses during intraoperative procedures.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab0938
Brain-computer interfaces and personhood: interdisciplinary deliberations on neural technology.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab39cd
Automatic detection of high-frequency-oscillations and their sub-groups co-occurring with interictal-epileptic-spikes.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4560
Consistency of quantitative electroencephalography features in a large clinical data set.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4af3
Seizure tracking of epileptic EEG using a model-driven approach.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab2409
Large 10x10 single cell grid networks of human hNT astrocytes on raised parylene-C/SiO2 substrates.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab39cc
A versatile robotic platform for the design of natural, three-dimensional reaching and grasping tasks in monkeys.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4c77
Electron transfer processes occurring on platinum neural stimulating electrodes: pulsing experiments for cathodic-first, charge-imbalanced, biphasic pulses for 0.566\u2009\u2009⩽\u2009\u2009k\u2009\u2009⩽\u2009\u20092.3 in rat subcutaneous tissues.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/aaf931
The analytical subtraction approach for solving the forward problem in EEG.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab2694
Risk of seizures induced by intracranial research stimulation: analysis of 770 stimulation sessions.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab4365
DRG microstimulation evokes postural responses in awake, standing felines.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab50f4
Motor unit number of the first dorsal interosseous muscle estimated from CMAP scan with different pulse widths and steps.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab57cc
Muscle synergies for predicting non-isometric complex hand function for commanding FES neuroprosthetic hand systems.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab2d47
Higher Order Spectral Analysis of scalp EEG activity reveals non-linear behavior during rhythmic visual stimulation.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab296e
MAICA: an ICA-based method for source separation in a low-channel EEG recording.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab36db
Nerve cuff electrode pressure estimation via electrical impedance measurement.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab486f
Online identification of functional regions in DBS based on unsupervised random forest with feature selection.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab2eb4
Short reaction times in response to multi-electrode intracortical microstimulation may provide a basis for rapid movement-related feedback.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab5cf3
Multiscale noise suppression and feature frequency extraction in SSVEP based on underdamped second-order stochastic resonance.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab16f9
Effect of electrode-electrolyte spatial mismatch on transcranial direct current stimulation: A finite element modeling study.
来源期刊:Journal of neural engineeringDOI:10.1088/1741-2552/ab29c5