Journal of Neural Engineering

Article	Citations
Motor imagery with cues in virtual reality, audio and screen	163
Development of a stereo-EEG based seizure matching system for clinical decision making in epilepsy surgery	95
Simultaneous encoding of speed, distance, and direction in discrete reaching: an EEG study	83
A 0.53-μW/channel calibration-free spike detection IC with 98.8-%-accuracy based on stationary wavelet transforms and Teager energy operators	82
Enhancement of EEG–EMG coupling detection using corticomuscular coherence with spatial–temporal optimization	68
A message from the incoming editor	67
A low-cost transhumeral prosthesis operated via an ML-assisted EEG-head gesture control system	64
Decoding cortical responses from visual input using an endovascular brain–computer interface	60
Feature fusion based on global-local weighted attention model for automatic epileptic seizure detection	54
Accuracy and precision of navigated transcranial magnetic stimulation	53
A meta-learning BCI for estimating decision confidence	52
Convolutional neural network classifies visual stimuli from cortical response recorded with wide-field imaging in mice	51
Neuromorphic applications in medicine	51
TMS-induced phase resets depend on TMS intensity and EEG phase	50
Low-cost and easy-fabrication lightweight drivable electrode array for multiple-regions electrophysiological recording in free-moving mice	48
Neural regulation of slow waves and phasic contractions in the distal stomach: a mathematical model	44
Nonlinear model predictive control of a conductance-based neuron model via data-driven forecasting	44
Evaluating the clinical benefit of brain-computer interfaces for control of a personal computer	43
Real-time modeling and feature extraction method of surface electromyography signal for hand movement classification based on oscillatory theory	42
Performance of optically pumped magnetometer magnetoencephalography: validation in large samples and multiple tasks	42
A new attention-based 3D densely connected cross-stage-partial network for motor imagery classification in BCI	40
A high-performance brain switch based on code-modulated visual evoked potentials	40
Wireless transmission of voltage transients from a chronically implanted neural stimulation device	40
Tensor factorization approach for ERP-based assessment of schizotypy in a novel auditory oddball task on perceived family stress	39
End-to-end learning of safe stimulation parameters for cortical neuroprosthetic vision	38

Stimulation-induced changes at the electrode–tissue interface and their influence on deep brain stimulation	38
Neural correlation between swallowing motor imagery and execution: An EEG analysis	37
Fascicles split or merge every ∼560 microns within the human cervical vagus nerve	37
Multi-feature computational framework for combined signatures of dementia in underrepresented settings	37
Sensor selection and miniaturization limits for detection of interictal epileptiform discharges with wearable EEG	36
Sensorimotor brain–computer interface performance depends on signal-to-noise ratio but not connectivity of the mu rhythm in a multiverse analysis of longitudinal data	36
Modeling multiscale causal interactions between spiking and field potential signals during behavior	36
Bayesian optimization of cortical neuroprosthetic vision using perceptual feedback	35
Delayed administration of interleukin-4 coacervate alleviates the neurotoxic phenotype of astrocytes and promotes functional recovery after a contusion spinal cord injury	35
Cross-person decomposition of surface electromyogram for efficient motor unit activity predictions	35
TRCA-Net: using TRCA filters to boost the SSVEP classification with convolutional neural network	35
A systematic evaluation of Euclidean alignment with deep learning for EEG decoding	35
Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion	34
A finite element method framework to model extracellular neural stimulation	34
5-year follow-up of a fully implanted brain–computer interface in a spinal cord injury patient	34
Multiparametric non-linear TENS modulation to integrate intuitive sensory feedback	33
Bridging the gap between patient-specific and patient-independent seizure prediction via knowledge distillation	33
A leadless power transfer and wireless telemetry solutions for an endovascular electrocorticography	32
Polyvinyl alcohol/polyacrylamide double-network hydrogel-based semi-dry electrodes for robust electroencephalography recording at hairy scalp for noninvasive brain–computer interfaces	32
First-in-human experience performing high-resolution cortical mapping using a novel microelectrode array containing 1024 electrodes	32
NaviNIBS: a comprehensive and open-source software toolbox for neuronavigated noninvasive brain stimulation	32
Task-relevant stimulus design improves P300-based brain–computer interfaces	31
Navigational outcomes with a depth-based vision processing algorithm in a second-generation suprachoroidal retinal prosthesis	31
Local delivery of AdipoRon from self-assembled microparticles to inhibit myelin lipid uptake and to promote lipid efflux from rat macrophages	31
Pupil-linked arousal modulates network-level EEG signatures of attention reorienting during immersive multitasking	31
Exploring neurovascular coupling in stroke patients: insights on linear and nonlinear dynamics using transfer entropy	31
Data augmentation for invasive brain–computer interfaces based on stereo-electroencephalography (SEEG)	31
Detection of evoked resonant neural activity in Parkinson’s disease	30
Influence of feedback transparency on motor imagery neurofeedback performance: the contribution of agency	30
Influence of charges deposited on membranes of human hyperdirect pathway axons on depolarization during subthalamic deep brain stimulation	30
Finite element model predicts micromotion-induced strain profiles that correlate with the functional performance of Utah arrays in humans and non-human primates	30
Data-driven modelling of visual receptive fields: comparison between the generalized quadratic model and the nonlinear input model	30
Spike prediction on primary motor cortex from medial prefrontal cortex during task learning	29
Decoding neural activity preceding balance loss during standing with a lower-limb exoskeleton using an interpretable deep learning model	29
Co-expressing fast channelrhodopsin with step-function opsin overcomes spike failure due to photocurrent desensitization in optogenetics: a theoretical study	29
Decoding continuous kinetic information of grasp from stereo-electroencephalographic (SEEG) recordings	29
Enhancing detection of SSVEPs using discriminant compacted network	29
Uncertainty quantification of TMS simulations considering MRI segmentation errors	29
Neuromodulation for Tourette syndrome: current techniques and future perspectives	29
Feasibility of epidural temporal interference stimulation for minimally invasive electrical deep brain stimulation: simulation and phantom experimental studies	28
Cracking modes and force dynamics in the insertion of neural probes into hydrogel brain phantom	28
Motor unit distribution and recruitment in spastic and non-spastic bilateral biceps brachii muscles of chronic stroke survivors	28
A computational approach for generating continuous estimates of motor unit discharge rates and visualizing population discharge characteristics	28
Self-supervised motor imagery EEG recognition model based on 1-D MTCNN-LSTM network	28
Relating EEG to continuous speech using deep neural networks: a review	27
Speech motor cortex enables BCI cursor control and click	27
Neuronal functional connectivity is impaired in a layer dependent manner near chronically implanted intracortical microelectrodes in C57BL6 wildtype mice	27
Grid-based transcutaneous spinal cord stimulation: probing neuromodulatory effect in spinal flexion reflex circuits	27
Chronic stability of a neuroprosthesis comprising multiple adjacent Utah arrays in monkeys	27
Adaptive octree meshes for simulation of extracellular electrophysiology	27

Activation and depression of neural and hemodynamic responses induced by the intracortical microstimulation and visual stimulation in the mouse visual cortex	27
A static paradigm based on illusion-induced VEP for brain-computer interfaces	26
Consistent control information driven musculoskeletal model for multiday myoelectric control	26
Nonlinear response of human trunk musculature explains neuromuscular stabilization mechanisms in sitting posture	26
Cortical changes induced by increased cognitive task difficulty during dual task balancing correlate with postural instability in elders and patients with Parkinson’s disease	26
Robust entropy rate estimation for nonstationary neuronal calcium spike trains based on empirical probabilities	26
A C-shaped miniaturized coil for transcranial magnetic stimulation in rodents	26
Electrical impedance tomography meets reduced order modelling: a framework for faster and more reliable electrical conductivity estimations	26
A high-performance SSVEP-based BCI using imperceptible flickers	26
Spatially precise activation of the mouse cochlea with a multi-channel hybrid cochlear implant	25
Dynamic corticomuscular multi-regional modulations during finger movement revealed by time-varying network analysis	25
Modeling and inference methods for switching regime-dependent dynamical systems with multiscale neural observations	25
Predicting spiking activity from scalp EEG	25
Epileptic seizure prediction using spectral width of the covariance matrix	25
Decoding articulatory and phonetic components of naturalistic continuous speech from the distributed language network	25
A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task	24
Modulation effect of non-invasive transcranial ultrasound stimulation in an ADHD rat model	24
Computational modeling of dorsal root ganglion stimulation using an Injectrode	24
Multi-gesture drag-and-drop decoding in a 2D iBCI control task	24
A formalism for sequential estimation of neural membrane time constant and input–output curve towards selective and closed-loop transcranial magnetic stimulation *	24
The role of NMDA receptors in memory and prediction in cultured neural networks	24
Clinically-derived oscillatory biomarker predicts optimal subthalamic stimulation for Parkinson’s disease	24
Compression strategies for large-scale electrophysiology data	23
ADHD classification with cross-dataset feature selection for biomarker consistency detection	23
Targeted dorsal root entry zone stimulation alleviates pain due to meralgia paresthetica	23
Detection and discrimination of electrical stimuli from an upper limb cuff electrode in M. Mulatta	23
Methods of poly(3,4)-ethylenedioxithiophene (PEDOT) electrodeposition on metal electrodes for neural stimulation and recording	23
A 3D in vitro model of the device-tissue interface: functional and structural symptoms of innate neuroinflammation are mitigated by antioxidant ceria nan	23
Real-time low latency estimation of brain rhythms with deep neural networks	23
Auditory nerve fiber excitability for alternative electrode placement in the obstructed human cochlea: electrode insertion in scala vestibuli versus scala tympani	23
Epileptic network identification: insights from dynamic mode decomposition of sEEG data	23
Time-frequency analysis of brain activity in response to directional and non-directional visual stimuli: an event related spectral perturbations (ERSP) study	23
Distinctive regional patterns of dynamic neural noise in cortical activity	22
Does topological data analysis work for EEG-based brain–computer interfaces?	22
Personalized µ-transcranial alternating current stimulation improves online brain–computer interface control	22
Silicon optrode array with monolithically integrated SU-8 waveguide and single LED light source	22
Enhanced detection of envelope-following responses for objective fitting of cochlear-implant users	22
Towards an automatic narcolepsy detection on ambiguous sleep staging and sleep transition dynamics joint model	22
Intrathecal delivery of BDNF to the lumbar spinal cord modulates lumbar interneurons activity in a feline model of spinal cord injury	22
Nonlinear neural control using feedback linearization explains task goals of central nervous system for trunk stability in sitting posture	22
Chronic recording of the vagus nerve to analyze modulations by the light–dark cycle	22
Novel gait phases recognition framework leveraging the temporal structure of the myoelectric activity	21
Deep learning on high-density EEG during a cognitive task distinguishes patients with Parkinson’s disease from healthy controls	21
Modelling the differential effects of age on transcranial magnetic stimulation induced electric fields	21
Use of regenerative peripheral nerve interfaces and intramuscular electrodes to improve prosthetic grasp selection: a case study	21
User-wise perturbations for user identity protection in EEG-based BCIs	21
Riemannian distance based channel selection and feature extraction combining discriminative time-frequency bands and Riemannian tangent space for MI-BCIs	21
Seizure onset zone classification based on imbalanced iEEG with data augmentation	21
PDMS/CNT electrodes with bioamplifier for practical in-the-ear and conventional biosignal recordings	21
Simulated prosthetic vision confirms checkerboard as an effective raster pattern for epiretinal implants	21
Reliable predictor of BCI motor imagery performance using median nerve stimulation	21
Topology of surface electromyogram signals: hand gesture decoding on Riemannian manifolds	20
A finite element model of the mechanical interactions between peripheral nerves and intrafascicular implants	20
Riemannian geometric and ensemble learning for decoding cross-session motor imagery electroencephalography signals	20
Ear-EEG compares well to cap-EEG in recording auditory ERPs: a quantification of signal loss	20
Stereo-EEG recordings extend known distributions of canonical movement-related oscillations	20
EEG-based affective brain–computer interfaces: recent advancements and future challenges	20
Task-oriented EEG denoising generative adversarial network for enhancing SSVEP-BCI performance	20
Multi-source domain generalization and adaptation toward cross-subject myoelectric pattern recognition	20
Neural activity of retinal ganglion cells under continuous, dynamically-modulated high frequency electrical stimulation	20
FLANet: A multiscale temporal convolution and spatial-spectral attention network for EEG artifact removal with adversarial training	20
Electrocorticographic effects of acute ketamine on non-human primate brains	20
AMGCN-L: an adaptive multi-time-window graph convolutional network with long-short-term memory for depression detection	20
Improved spatial memory for physical versus virtual navigation	20
A computational framework combining neuronal dynamics and evolutionary game theory for network-level synaptic interactions	20
Differential modulation of sensorimotor network between temporal interference and high-definition direct current stimulation	19
Feeling senseless sensations: a crossmodal EEG study of mismatched tactile and visual experiences in virtual reality	19
A method for the time-frequency analysis of high-order interactions in non-stationary physiological networks	19
How different immersive environments affect intracortical brain computer interfaces	19
Decoding speech intent from non-frontal cortical areas	19
Beyond rates: time-varying dynamics of high frequency oscillations as a biomarker of the seizure onset zone	19
Structurally-constrained encoding framework using a multi-voxel reduced-rank latent model for human natural vision	19
Using space-filling curves and fractals to reveal spatial and temporal patterns in neuroimaging data	18
A novel method for dynamically altering the surface area of intracranial EEG electrodes	18
A preliminary study exploring the effects of transcutaneous spinal cord stimulation on spinal excitability and phantom limb pain in people with a transtibial amputation	18
A low-power communication scheme for wireless, 1000 channel brain–machine interfaces	18
Optimal design of transcranial magnetic stimulation coil with iron core	18
Nonlinear spatio-temporal filter to reduce crosstalk in bipolar electromyogram	18
Signal processing and computational modeling for interpretation of SEEG-recorded interictal epileptiform discharges in epileptogenic and non-epileptogenic zones	18
Kendall transfer entropy: a novel measure for estimating information transfer in complex systems	18

Automated sleep classification with chronic neural implants in freely behaving canines	18
A methodological framework for the efficient characterization of peripheral nerve stimulation parameters	18
Cochlear implant induced changes in cortical networks associated with tinnitus severity	18
Machine learning decoding of single neurons in the thalamus for speech brain-machine interfaces	18
Decoding sensorimotor information from somatosensory cortex by flexible epicortical μECoG arrays in unrestrained behaving rats	18
Flexible coding scheme for robotic arm control driven by motor imagery decoding	18
A novel brain source reconstruction using a multivariate mode decomposition	18
Multichannel power electronics and magnetic nanoparticles for selective thermal magnetogenetics	17
Model-based analysis of subthreshold mechanisms of spinal cord stimulation for pain	17
Single-pulse electrical stimulation artifact removal using the novel matching pursuit-based artifact reconstruction and removal method (MPARRM)	17
A portable neurostimulator circuit with anodic bias enhances stimulation injection capacity	17
Seizure onset zone (SOZ) identification using effective brain connectivity of epileptogenic networks	17
Recalibration of neuromodulation parameters in neural implants with adaptive Bayesian optimization	17
Simultaneous control of natural and extra degrees of freedom by isometric force and electromyographic activity in the muscle-to-force null space	17
Detection of ADHD from EEG signals using new hybrid decomposition and deep learning techniques	17
Multi-scale multi-physics model of brain interstitial water flux by transcranial Direct Current Stimulation	17
Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data	17
Global motor dynamics - Invariant neural representations of motor behavior in distributed brain-wide recordings	17
Multi-scale discriminative regions analysis in FDG-PET imaging for early diagnosis of Alzheimer’s disease	16
Robust neural tracking of linguistic speech representations using a convolutional neural network	16
Robot-assisted support combined with electrical stimulation for the lower extremity in stroke patients: a systematic review	16
Feasibility of phase-locked transcranial magnetic stimulation of cerebellum for the treatment of essential tremor	16
PD-ARnet: a deep learning approach for Parkinson’s disease diagnosis from resting-state fMRI	16
Virtual white matter: a novel system for cross-dish neural interaction and modulation	16
Early prediction of dementia using fMRI data with a graph convolutional network approach	16
Artificial neural network-based rapid predictor of biological nerve fiber activation for DBS applications	16
Using economic value signals from primate prefrontal cortex in neuro-engineering applications	16
Accelerating P300-based neurofeedback training for attention enhancement using iterative learning control: a randomised controlled trial	16
Dynamic functional network connectivity analysis in schizophrenia based on a spatiotemporal CPD framework	16
A novel channel selection scheme for olfactory EEG signal classification on Riemannian manifolds	16
Effector specificity in human posterior parietal neurons and local field potentials during movement in virtual reality and online brain control	16
DOCTer: a novel EEG-based diagnosis framework for disorders of consciousness	16
An unsupervised real-time spike sorting system based on optimized OSort	16
Unveiling functional heterogeneity in anatomical functional areas: a framework for fine-grained functional connectivity analysis of wide-field calcium imaging data	16
Extension of the visibility concept for EEG signal processing	16
Simultaneous multi-target ultrasound neuromodulation in freely-moving mice based on a single-element ultrasound transducer	16
Optimizing real-time phase detection in diverse rhythmic biological signals for phase-specific neurostimulation	16
Safety of non-invasive brain stimulation in patients with implants: a computational risk assessment	16
Stimulus predictability has little impact on decoding of covert visual spatial attention	16
Deriving causal relationships in resting-state functional connectivity using SSFO-based optogenetic fMRI	16
Classification of schizophrenia based on RAnet-ET: resnet based attention network for eye-tracking	15
Adaptive HD-sEMG decomposition: towards robust real-time decoding of neural drive	15
Explainable cross-task adaptive transfer learning for motor imagery EEG classification	15
Cross-modal credibility modelling for EEG-based multimodal emotion recognition	15
Dynamic parameter estimation in thalamo-cortical computational models: a novel approach for tracking anesthetic brain states	15
Physiological activity within peripheral nerves influences neural output in response to electrical stimulation: an in vivo study	15
Post-explant profiling of subcellular-scale carbon fiber intracortical electrodes and surrounding neurons enables modeling of recorded electrophysiology	15
Manipulating cybersickness in virtual reality-based neurofeedback and its effects on training performance	15
Non-parametric full cross mapping (NFCM): a highly-stable measure for causal brain network and a pilot application	15
A fully automatic multichannel neural spike sorting algorithm with spike reduction and positional feature	15
Preparation of PLCL/ECM nerve conduits by electrostatic spinning technique and evaluation in vitro and in vivo	15
Simulating progressive motor neuron degeneration and collateral reinnervation in motor neuron diseases using a dynamic muscle model based on human single motor unit recordings	15
Patch clamp recordings of action potentials from pyramidal neuron in hippocampus CA1 under focused ultrasound neurostimulation with MEMS self-focusing acoustic transducer	15
A novel unsupervised dynamic feature domain adaptation strategy for cross-individual myoelectric gesture recognition	15
Scalability of random forest in myoelectric control	15
Endovascular stimulation of the pudendal nerve using a stent-mounted electrode array	15
Simulating the impact of photoreceptor loss and inner retinal network changes on electrical activity of the retina	15
A calibration-free c-VEP based BCI employing narrow-band random sequences	15
Micromagnetic stimulation (µMS) dose-response of the rat sciatic nerve	15
A lateralized motor network in order to understand adaptation to visuomotor rotation	15
Using transient, effector-specific neural responses to gate decoding for brain–computer interfaces	15
Role of frequency-dependent and capacitive tissue properties in spinal cord stimulation models	15
Enhanced Alzheimer’s detection with EEG source imaging and multi-branch joint attention	14
Study on neural entrainment to continuous speech using dynamic source connectivity analysis	14
Simulation study on high spatio-temporal resolution acousto-electrophysiological neuroimaging	14
Preferential modulation of individual retinal ganglion cells by electrical stimulation	14
Electrical characterization and accelerated aging of amorphous silicon carbide implantable encapsulation	14
Jump-GRS: a multi-phase approach to structured pruning of neural networks for neural decoding	14
Sensing local field potentials with a directional and scalable depth electrode array	14
An interpretable generative multimodal neuroimaging-genomics framework for decoding Alzheimer’s disease	14
Balance perturbation and error processing elicit distinct brain dynamics	14
Integrating spatial and temporal features for enhanced artifact removal in multi-channel EEG recordings	14
A scaffold containing zinc oxide for Schwann cell-mediated axon growth	14
High-level locomotion intent estimation from electromyography and body posture	14
EKFNet: edge-based Kalman filter network for real-time EEG signal denoising	14
Neurophysiological correlates of user engagement in mixed reality exergames	14
Using oscillatory and aperiodic neural activity features for identifying idle state in SSVEP-based BCIs reduces false triggers	14
Transferable non-invasive modal fusion-transformer (NIMFT) for end-to-end hand gesture recognition	14
Characterizing upper limb motor dysfunction with temporal and spatial distribution of muscle synergy extracted from high-density surface electromyography	14
TRPV1-mediated sonogenetic neuromodulation of motor cortex in freely moving mice	14
Learning discrete neural latent spaces for high-performance speech decoding	14
EEG-based detection of modality-specific visual and auditory sensory processing	13
Electrophysiological and functional signs of Guillain–Barré syndrome predicted by a multiscale neuromuscular computational model	13
Light controlled signaling initiated by subretinal semiconducting-polymer layer in developing-blind-retina mimics the response of the neonatal retina	13
Spatially repeatable components from ultrafast ultrasound are associated with motor unit activity in human isometric contractions *	13
IENet: a robust convolutional neural network for EEG based brain-computer interfaces	13
Predicting speech intelligibility from a selective attention decoding paradigm in cochlear implant users	13
PVGAN: a generative adversarial network for object simplification in prosthetic vision	13
Single-channel EEG-based sleep stage classification via hybrid data distillation	13
Decoding sign language finger flexions from high-density electrocorticography using graph-optimized block term tensor regression	13
SEEGAtlas: A framework for the identification and classification of depth electrodes using clinical images	13
Identification and classification of epileptic EEG signals using invertible constant-Q transform-based deep convolutional neural network	13
An improved cross-subject spatial filter transfer method for SSVEP-based BCI	13
LSTM-enhanced multi-view dynamical emotion graph representation for EEG signal recognition	13
Decoding ECoG signal into 3D hand translation using deep learning	13