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Top Articles

#TitleJournalYearCitations
1A review of classification algorithms for EEG-based brain–computer interfacesJournal of Neural Engineering20072,130
2EEGNet: a compact convolutional neural network for EEG-based brain–computer interfacesJournal of Neural Engineering20181,688
3A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year updateJournal of Neural Engineering20181,282
4A brain–computer interface using electrocorticographic signals in humansJournal of Neural Engineering20041,066
5An optical neural interface:in vivocontrol of rodent motor cortex with integrated fiberoptic and optogenetic technologyJournal of Neural Engineering2007878
6Deep learning for electroencephalogram (EEG) classification tasks: a reviewJournal of Neural Engineering2019833
7A survey of signal processing algorithms in brain–computer interfaces based on electrical brain signalsJournal of Neural Engineering2007714
8Deep learning-based electroencephalography analysis: a systematic reviewJournal of Neural Engineering2019710
9A comparison of classification techniques for the P300 SpellerJournal of Neural Engineering2006674
10Suppression of axonal conduction by sinusoidal stimulation in rat hippocampusin vitroJournal of Neural Engineering2007649
11EEG artifact removal—state-of-the-art and guidelinesJournal of Neural Engineering2015629
12A novel deep learning approach for classification of EEG motor imagery signalsJournal of Neural Engineering2017620
13An online multi-channel SSVEP-based brain–computer interface using a canonical correlation analysis methodJournal of Neural Engineering2009618
14Towards passive brain–computer interfaces: applying brain–computer interface technology to human–machine systems in generalJournal of Neural Engineering2011614
15Chronic neural recordings using silicon microelectrode arrays electrochemically deposited with a poly(3,4-ethylenedioxythiophene) (PEDOT) filmJournal of Neural Engineering2006570
16A comprehensive review of EEG-based brain–computer interface paradigmsJournal of Neural Engineering2019512
17Failure mode analysis of silicon-based intracortical microelectrode arrays in non-human primatesJournal of Neural Engineering2013493
18Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interfaceJournal of Neural Engineering2015481
19Optimized multi-electrode stimulation increases focality and intensity at targetJournal of Neural Engineering2011468
20Decoding two-dimensional movement trajectories using electrocorticographic signals in humansJournal of Neural Engineering2007456
21Quadcopter control in three-dimensional space using a noninvasive motor imagery-based brain–computer interfaceJournal of Neural Engineering2013452
22Two-dimensional movement control using electrocorticographic signals in humansJournal of Neural Engineering2008442
23Steady-state visual evoked potential (SSVEP)-based communication: impact of harmonic frequency componentsJournal of Neural Engineering2005441
24Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode arrayJournal of Neural Engineering2011429
25Brain–computer interface using a simplified functional near-infrared spectroscopy systemJournal of Neural Engineering2007409
26Open Ephys: an open-source, plugin-based platform for multichannel electrophysiologyJournal of Neural Engineering2017409
27Implanted neural electrodes cause chronic, local inflammation that is correlated with local neurodegenerationJournal of Neural Engineering2009404
28Characterization of four-class motor imagery EEG data for the BCI-competition 2005Journal of Neural Engineering2005393
29Multi-channel intramuscular and surface EMG decomposition by convolutive blind source separationJournal of Neural Engineering2016391
30Ten-dimensional anthropomorphic arm control in a human brain−machine interface: difficulties, solutions, and limitationsJournal of Neural Engineering2015385
31Towards adaptive classification for BCIJournal of Neural Engineering2006360
32Control of a humanoid robot by a noninvasive brain–computer interface in humansJournal of Neural Engineering2008356
33A MEMS-based flexible multichannel ECoG-electrode arrayJournal of Neural Engineering2009354
34Complex impedance spectroscopy for monitoring tissue responses to inserted neural implantsJournal of Neural Engineering2007353
35Electroencephalographic (EEG) control of three-dimensional movementJournal of Neural Engineering2010351
36Neural control of computer cursor velocity by decoding motor cortical spiking activity in humans with tetraplegiaJournal of Neural Engineering2008342
37Large-scale neuromorphic computing systemsJournal of Neural Engineering2016331
38A finite-element model of the mechanical effects of implantable microelectrodes in the cerebral cortexJournal of Neural Engineering2005317
39Progress towards biocompatible intracortical microelectrodes for neural interfacing applicationsJournal of Neural Engineering2015309
40Design of a high-resolution optoelectronic retinal prosthesisJournal of Neural Engineering2005306
41Adaptive deep brain stimulation for Parkinson’s disease using motor cortex sensingJournal of Neural Engineering2018299
42Effects of insertion conditions on tissue strain and vascular damage during neuroprosthetic device insertionJournal of Neural Engineering2006290
43Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortexJournal of Neural Engineering2011285
44BCILAB: a platform for brain–computer interface developmentJournal of Neural Engineering2013284
45Transcranial current stimulation focality using disc and ring electrode configurations: FEM analysisJournal of Neural Engineering2008282
46Estimating workload using EEG spectral power and ERPs in the n-back taskJournal of Neural Engineering2012279
47Accurate identification of motor unit discharge patterns from high-density surface EMG and validation with a novel signal-based performance metricJournal of Neural Engineering2014279
48Restoring motor control and sensory feedback in people with upper extremity amputations using arrays of 96 microelectrodes implanted in the median and ulnar nervesJournal of Neural Engineering2016268
49An implantable wireless neural interface for recording cortical circuit dynamics in moving primatesJournal of Neural Engineering2013267
50Tissue damage thresholds during therapeutic electrical stimulationJournal of Neural Engineering2016258
51Role of electrode design on the volume of tissue activated during deep brain stimulationJournal of Neural Engineering2006257
52Toward a hybrid brain–computer interface based on imagined movement and visual attentionJournal of Neural Engineering2010257
53Does the ‘P300’ speller depend on eye gaze?Journal of Neural Engineering2010255
54Creation of highly aligned electrospun poly-L-lactic acid fibers for nerve regeneration applicationsJournal of Neural Engineering2009254
55Comprehensive characterization and failure modes of tungsten microwire arrays in chronic neural implantsJournal of Neural Engineering2012254
56Flashing characters with famous faces improves ERP-based brain–computer interface performanceJournal of Neural Engineering2011251
57Seperability of four-class motor imagery data using independent components analysisJournal of Neural Engineering2006247
58Decoding flexion of individual fingers using electrocorticographic signals in humansJournal of Neural Engineering2009247
59Robust artifactual independent component classification for BCI practitionersJournal of Neural Engineering2014244
60A cortical neural prosthesis for restoring and enhancing memoryJournal of Neural Engineering2011242
61Brain micromotion around implants in the rodent somatosensory cortexJournal of Neural Engineering2006241
62A high-speed BCI based on code modulation VEPJournal of Neural Engineering2011241
63Biomechanical analysis of silicon microelectrode-induced strain in the brainJournal of Neural Engineering2005239
64Realistic volumetric-approach to simulate transcranial electric stimulation—ROAST—a fully automated open-source pipelineJournal of Neural Engineering2019229
65Poly(3,4-ethylenedioxythiophene) (PEDOT) polymer coatings facilitate smaller neural recording electrodesJournal of Neural Engineering2011225
66A wirelessly powered and controlled device for optical neural control of freely-behaving animalsJournal of Neural Engineering2011222
67The brain–computer interface cycleJournal of Neural Engineering2009220
68Mechanically-compliant intracortical implants reduce the neuroinflammatory responseJournal of Neural Engineering2014219
69Multi-site optical excitation using ChR2 and micro-LED arrayJournal of Neural Engineering2010218
70A wavelet-based time–frequency analysis approach for classification of motor imagery for brain–computer interface applicationsJournal of Neural Engineering2005216
71Widespread access to predictive models in the motor system: a short reviewJournal of Neural Engineering2005214
72Stab injury and device implantation within the brain results in inversely multiphasic neuroinflammatory and neurodegenerative responsesJournal of Neural Engineering2012209
73Detection of movement intention from single-trial movement-related cortical potentialsJournal of Neural Engineering2011208
74Bristle-sensors—low-cost flexible passive dry EEG electrodes for neurofeedback and BCI applicationsJournal of Neural Engineering2011208
75Analysis of the quasi-static approximation for calculating potentials generated by neural stimulationJournal of Neural Engineering2008207
76A multimodal approach to estimating vigilance using EEG and forehead EOGJournal of Neural Engineering2017207
77A finite element analysis of the effect of electrode area and inter-electrode distance on the spatial distribution of the current density in tDCSJournal of Neural Engineering2011203
78A carbon-fiber electrode array for long-term neural recordingJournal of Neural Engineering2013203
79Sensory feedback by peripheral nerve stimulation improves task performance in individuals with upper limb loss using a myoelectric prosthesisJournal of Neural Engineering2016202
80An optimal state estimation model of sensory integration in human postural balanceJournal of Neural Engineering2005199
81Decoding spoken words using local field potentials recorded from the cortical surfaceJournal of Neural Engineering2010199
82The effect of epoch length on estimated EEG functional connectivity and brain network organisationJournal of Neural Engineering2016199
83Topographically modified surfaces affect orientation and growth of hippocampal neuronsJournal of Neural Engineering2004196
84In vivoimpedance spectroscopy of deep brain stimulation electrodesJournal of Neural Engineering2009194
85Motor imagery classification by means of source analysis for brain–computer interface applicationsJournal of Neural Engineering2004189
86SSVEP-based Bremen–BCI interface—boosting information transfer ratesJournal of Neural Engineering2011189
87Neurite outgrowth and branching of PC12 cells on very soft substrates sharply decreases below a threshold of substrate rigidityJournal of Neural Engineering2007183
88Comparative analysis of transverse intrafascicular multichannel, longitudinal intrafascicular and multipolar cuff electrodes for the selective stimulation of nerve fasciclesJournal of Neural Engineering2011183
89Accurate decoding of reaching movements from field potentials in the absence of spikesJournal of Neural Engineering2012182
90Decoding the attended speech stream with multi-channel EEG: implications for online, daily-life applicationsJournal of Neural Engineering2015182
91BCI for stroke rehabilitation: motor and beyondJournal of Neural Engineering2020182
92Emulation of computer mouse control with a noninvasive brain–computer interfaceJournal of Neural Engineering2008181
93Intra-day signal instabilities affect decoding performance in an intracortical neural interface systemJournal of Neural Engineering2013180
94HS-CNN: a CNN with hybrid convolution scale for EEG motor imagery classificationJournal of Neural Engineering2020179
95A hybrid brain–computer interface based on the fusion of electroencephalographic and electromyographic activitiesJournal of Neural Engineering2011177
96In vivotwo-photon microscopy reveals immediate microglial reaction to implantation of microelectrode through extension of processesJournal of Neural Engineering2012177
97Stationary common spatial patterns for brain–computer interfacingJournal of Neural Engineering2012176
983D printing nano conductive multi-walled carbon nanotube scaffolds for nerve regenerationJournal of Neural Engineering2018176
99Ultrasonic neuromodulationJournal of Neural Engineering2016175
100High molecular weight hyaluronic acid limits astrocyte activation and scar formation after spinal cord injuryJournal of Neural Engineering2011174