Frontiers in Computational Neuroscience

2.6(top 20%)

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1.5K(top 20%)

papers

32.5K(top 10%)

citations

76(top 10%)

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2.6(top 20%)

impact factor

2.8K

all documents

38.5K

doc citations

113(top 10%)

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Top Articles

#	Title	Journal	Year	Citations
1	Unsupervised learning of digit recognition using spike-timing-dependent plasticity	Frontiers in Computational Neuroscience	2015	906
2	Toward an Integration of Deep Learning and Neuroscience	Frontiers in Computational Neuroscience	2016	400
3	The neural origin of muscle synergies	Frontiers in Computational Neuroscience	2013	365
4	Cliques of Neurons Bound into Cavities Provide a Missing Link between Structure and Function	Frontiers in Computational Neuroscience	2017	274
5	The energy cost of action potential propagation in dopamine neurons: clues to susceptibility in Parkinson's disease	Frontiers in Computational Neuroscience	2013	264
6	Common muscle synergies for balance and walking	Frontiers in Computational Neuroscience	2013	224
7	Motor thalamus integration of cortical, cerebellar and basal ganglia information: implications for normal and parkinsonian conditions	Frontiers in Computational Neuroscience	2013	217
8	Physical principles for scalable neural recording	Frontiers in Computational Neuroscience	2013	215
9	EEG entropy measures in anesthesia	Frontiers in Computational Neuroscience	2015	212
10	Neural masses and fields in dynamic causal modeling	Frontiers in Computational Neuroscience	2013	210
11	Detection of subjects and brain regions related to Alzheimer's disease using 3D MRI scans based on eigenbrain and machine learning	Frontiers in Computational Neuroscience	2015	204
12	Editorial: Artificial Neural Networks as Models of Neural Information Processing	Frontiers in Computational Neuroscience	2017	200
13	Data Augmentation for Brain-Tumor Segmentation: A Review	Frontiers in Computational Neuroscience	2019	195
14	The Non-Random Brain: Efficiency, Economy, and Complex Dynamics	Frontiers in Computational Neuroscience	2011	194
15	Large-scale network organization in the avian forebrain: a connectivity matrix and theoretical analysis	Frontiers in Computational Neuroscience	2013	191
16	The number and choice of muscles impact the results of muscle synergy analyses	Frontiers in Computational Neuroscience	2013	188
17	Equilibrium Propagation: Bridging the Gap between Energy-Based Models and Backpropagation	Frontiers in Computational Neuroscience	2017	183
18	SORN: a Self-organizing Recurrent Neural Network	Frontiers in Computational Neuroscience	2009	178
19	Cross-frequency coupling in real and virtual brain networks	Frontiers in Computational Neuroscience	2013	178
20	Neural bases of hand synergies	Frontiers in Computational Neuroscience	2013	176
21	Computational modeling of the effects of amyloid-beta on release probability at hippocampal synapses	Frontiers in Computational Neuroscience	2013	175
22	Neural circuit dynamics underlying accumulation of time-varying evidence during perceptual decision making	Frontiers in Computational Neuroscience	2007	170
23	Defining nodes in complex brain networks	Frontiers in Computational Neuroscience	2013	160
24	Decision Making Under Uncertainty: A Neural Model Based on Partially Observable Markov Decision Processes	Frontiers in Computational Neuroscience	2010	156
25	Open Peer Review by a Selected-Papers Network	Frontiers in Computational Neuroscience	2012	155
26	Uncertainty of feedback and state estimation determines the speed of motor adaptation	Frontiers in Computational Neuroscience	2010	154
27	Made-to-order spiking neuron model equipped with a multi-timescale adaptive threshold	Frontiers in Computational Neuroscience	2009	150
28	Internal representation of task rules by recurrent dynamics: the importance of the diversity of neural responses	Frontiers in Computational Neuroscience	2010	148
29	Control of reaching movements by muscle synergy combinations	Frontiers in Computational Neuroscience	2013	146
30	Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation	Frontiers in Computational Neuroscience	2019	142
31	A modular theory of multisensory integration for motor control	Frontiers in Computational Neuroscience	2014	137
32	Coexisting Behaviors of Asymmetric Attractors in Hyperbolic-Type Memristor based Hopfield Neural Network	Frontiers in Computational Neuroscience	2017	137
33	Classification of EEG Signals Based on Pattern Recognition Approach	Frontiers in Computational Neuroscience	2017	137
34	Dynamics of Networks of Excitatory and Inhibitory Neurons in Response to Time-Dependent Inputs	Frontiers in Computational Neuroscience	2011	136
35	A constructive mean-field analysis of multi population neural networks with random synaptic weights and stochastic inputs	Frontiers in Computational Neuroscience	2009	133
36	Perception and self-organized instability	Frontiers in Computational Neuroscience	2012	133
37	Scene Construction, Visual Foraging, and Active Inference	Frontiers in Computational Neuroscience	2016	133
38	Intra- and Inter-subject Variability in EEG-Based Sensorimotor Brain Computer Interface: A Review	Frontiers in Computational Neuroscience	2019	132
39	Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features	Frontiers in Computational Neuroscience	2020	130
40	The Anatomy of Inference: Generative Models and Brain Structure	Frontiers in Computational Neuroscience	2018	126
41	Functional and Topological Conditions for Explosive Synchronization Develop in Human Brain Networks with the Onset of Anesthetic-Induced Unconsciousness	Frontiers in Computational Neuroscience	2016	125
42	Neural Coding With Bursts—Current State and Future Perspectives	Frontiers in Computational Neuroscience	2018	123
43	Neuronal Oscillations with Non-sinusoidal Morphology Produce Spurious Phase-to-Amplitude Coupling and Directionality	Frontiers in Computational Neuroscience	2016	119
44	Volume Conduction Influences Scalp-Based Connectivity Estimates	Frontiers in Computational Neuroscience	2016	117
45	How anatomy shapes dynamics: a semi-analytical study of the brain at rest by a simple spin model	Frontiers in Computational Neuroscience	2012	116
46	Detection of epileptiform activity in EEG signals based on time-frequency and non-linear analysis	Frontiers in Computational Neuroscience	2015	116
47	The Application of Unsupervised Clustering Methods to Alzheimer’s Disease	Frontiers in Computational Neuroscience	2019	116
48	OpenWorm: an open-science approach to modeling Caenorhabditis elegans	Frontiers in Computational Neuroscience	2014	113
49	Muscle synergies in neuroscience and robotics: from input-space to task-space perspectives	Frontiers in Computational Neuroscience	2013	112
50	Mechanisms of induction and maintenance of spike-timing dependent plasticity in biophysical synapse models	Frontiers in Computational Neuroscience	2010	111

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