| # | Title | Journal | Year | Citations |
|---|
| 1 | MEG and EEG data analysis with MNE-Python | Frontiers in Neuroscience | 2013 | 1,864 |
| 2 | Neuromorphic Silicon Neuron Circuits | Frontiers in Neuroscience | 2011 | 1,004 |
| 3 | Modular and Hierarchically Modular Organization of Brain Networks | Frontiers in Neuroscience | 2010 | 897 |
| 4 | 101 Labeled Brain Images and a Consistent Human Cortical Labeling Protocol | Frontiers in Neuroscience | 2012 | 809 |
| 5 | Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b | Frontiers in Neuroscience | 2012 | 790 |
| 6 | The Vagus Nerve at the Interface of the Microbiota-Gut-Brain Axis | Frontiers in Neuroscience | 2018 | 712 |
| 7 | Review of the BCI Competition IV | Frontiers in Neuroscience | 2012 | 686 |
| 8 | The NKI-Rockland Sample: A Model for Accelerating the Pace of Discovery Science in Psychiatry | Frontiers in Neuroscience | 2012 | 667 |
| 9 | How does nature program neuron types? | Frontiers in Neuroscience | 2008 | 623 |
| 10 | A hitchhiker's guide to diffusion tensor imaging | Frontiers in Neuroscience | 2013 | 615 |
| 11 | Reconsideration of Amyloid Hypothesis and Tau Hypothesis in Alzheimer's Disease | Frontiers in Neuroscience | 2018 | 591 |
| 12 | Training Deep Spiking Neural Networks Using Backpropagation | Frontiers in Neuroscience | 2016 | 585 |
| 13 | Conversion of Continuous-Valued Deep Networks to Efficient Event-Driven Networks for Image Classification | Frontiers in Neuroscience | 2017 | 576 |
| 14 | Going Deeper in Spiking Neural Networks: VGG and Residual Architectures | Frontiers in Neuroscience | 2019 | 573 |
| 15 | Chronic Glutamate Toxicity in Neurodegenerative Diseases—What is the Evidence? | Frontiers in Neuroscience | 2015 | 528 |
| 16 | The speed-accuracy tradeoff: history, physiology, methodology, and behavior | Frontiers in Neuroscience | 2014 | 502 |
| 17 | A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses | Frontiers in Neuroscience | 2015 | 496 |
| 18 | Revealing neuronal function through microelectrode array recordings | Frontiers in Neuroscience | 2014 | 493 |
| 19 | ALS Genetics, Mechanisms, and Therapeutics: Where Are We Now? | Frontiers in Neuroscience | 2019 | 487 |
| 20 | Combining brain-computer interfaces and assistive technologies: state-of-the-art and challenges | Frontiers in Neuroscience | 2010 | 476 |
| 21 | Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks | Frontiers in Neuroscience | 2018 | 471 |
| 22 | Literature Review on Needs of Upper Limb Prosthesis Users | Frontiers in Neuroscience | 2016 | 467 |
| 23 | Misconceptions in the use of the General Linear Model applied to functional MRI: a tutorial for junior neuro-imagers | Frontiers in Neuroscience | 2014 | 463 |
| 24 | Inducing illusory ownership of a virtual body | Frontiers in Neuroscience | 2009 | 450 |
| 25 | Ultrastructure of dendritic spines: correlation between synaptic and spine morphologies | Frontiers in Neuroscience | 2007 | 444 |
| 26 | Deep learning for neuroimaging: a validation study | Frontiers in Neuroscience | 2014 | 441 |
| 27 | The hybrid BCI | Frontiers in Neuroscience | 2010 | 431 |
| 28 | Quantitative multi-parameter mapping of R1, PD*, MT, and R2* at 3T: a multi-center validation | Frontiers in Neuroscience | 2013 | 428 |
| 29 | Sex hormones affect neurotransmitters and shape the adult female brain during hormonal transition periods | Frontiers in Neuroscience | 2015 | 418 |
| 30 | Deep Learning With Spiking Neurons: Opportunities and Challenges | Frontiers in Neuroscience | 2018 | 409 |
| 31 | Application of Graph Theory for Identifying Connectivity Patterns in Human Brain Networks: A Systematic Review | Frontiers in Neuroscience | 2019 | 398 |
| 32 | The Brian simulator | Frontiers in Neuroscience | 2009 | 397 |
| 33 | Ubiquitous Log Odds: A Common Representation of Probability and Frequency Distortion in Perception, Action, and Cognition | Frontiers in Neuroscience | 2012 | 396 |
| 34 | Membrane Active Antimicrobial Peptides: Translating Mechanistic Insights to Design | Frontiers in Neuroscience | 2017 | 388 |
| 35 | Oxytocin-Motivated Ally Selection is Moderated by Fetal Testosterone Exposure and Empathic Concern | Frontiers in Neuroscience | 2013 | 385 |
| 36 | Methylglyoxal, the dark side of glycolysis | Frontiers in Neuroscience | 2015 | 381 |
| 37 | Subacute Combined Degeneration, Pernicious Anemia and Gastric Neuroendocrine Tumor Occured Simultaneously Caused by Autoimmune Gastritis | Frontiers in Neuroscience | 2019 | 374 |
| 38 | STDP and STDP variations with memristors for spiking neuromorphic learning systems | Frontiers in Neuroscience | 2013 | 368 |
| 39 | On Spike-Timing-Dependent-Plasticity, Memristive Devices, and Building a Self-Learning Visual Cortex | Frontiers in Neuroscience | 2011 | 364 |
| 40 | Converting Static Image Datasets to Spiking Neuromorphic Datasets Using Saccades | Frontiers in Neuroscience | 2015 | 362 |
| 41 | Pupil dilation signals surprise: evidence for noradrenaline’s role in decision making | Frontiers in Neuroscience | 2011 | 359 |
| 42 | Neural mechanisms of attentional control in mindfulness meditation | Frontiers in Neuroscience | 2013 | 357 |
| 43 | Peripheral Neuron Survival and Outgrowth on Graphene | Frontiers in Neuroscience | 2018 | 357 |
| 44 | Functional maps of neocortical local circuitry | Frontiers in Neuroscience | 2007 | 354 |
| 45 | Acceleration of Deep Neural Network Training with Resistive Cross-Point Devices: Design Considerations | Frontiers in Neuroscience | 2016 | 344 |
| 46 | Parkinson’s Disease: Biomarkers, Treatment, and Risk Factors | Frontiers in Neuroscience | 2018 | 340 |
| 47 | The role of inflammation in schizophrenia | Frontiers in Neuroscience | 2015 | 334 |
| 48 | Using Dual Regression to Investigate Network Shape and Amplitude in Functional Connectivity Analyses | Frontiers in Neuroscience | 2017 | 332 |
| 49 | Computational neurobiology is a useful tool in translational neurology: the example of ataxia | Frontiers in Neuroscience | 2015 | 326 |
| 50 | Exercise-Mediated Neurogenesis in the Hippocampus via BDNF | Frontiers in Neuroscience | 2018 | 311 |
