Frontiers in Computational Neuroscience: Impact Factor 2026, APC, Indexing and Published Papers

01Impact factor

02Indexing

Indexing of Frontiers in Computational Neuroscience

eISSN

1662-5188

Publisher

Frontiers Media SA

Country

Switzerland

Language

English

Scopus source type

Journal

Web of Science categories

Mathematical & Computational Biology, Neurosciences

From the indexing lists used on ScholarsColab, updated 1 March 2026. Indexing can change: confirm on the Web of Science Master Journal List or the Scopus source list before submitting. Official Journal Impact Factors and JCR quartiles are published by Clarivate; the impact factor and quartile on this page are calculated from OpenAlex open data (see how the impact factor works).

03What it publishes

What Frontiers in Computational Neuroscience publishes: real papers

Words that appear most often in the titles of the papers published here that we track. Choose one to see those papers:

04Published papers

Papers published in Frontiers in Computational Neuroscience

Papers from the publication records ScholarsColab tracks, with their year and citations. Author names are not shown.

1. The impact of dynamic reversal potential on the evolution of action potential attributes during spike trains20260 citations
2. Dynamic mode decomposition of resting-state fMRI revealing abnormal brain region features in schizophrenia20260 citations
3. Machine learning identifies genes linked to neurological disorders induced by equine encephalitis viruses, traumatic brain injuries, and organophosphorus nerve …20250 citations
4. Advancing epileptic seizure recognition through bidirectional LSTM networks20250 citations
5. A new method for identifying and evaluating depressive disorders in young people based on cognitive neurocomputing: an exploratory study20250 citations
6. Survey of temporal coding of sensory information20250 citations
7. Interpretable machine learning for precision cognitive aging20250 citations
8. Using noise to distinguish between system and observer effects in multimodal neuroimaging20250 citations
9. Maximizing theoretical and practical storage capacity in single-layer feedforward neural networks20250 citations
10. Neuromorphic energy economics: toward biologically inspired and sustainable power market design20250 citations
11. GAME-Net: an ensemble deep learning framework integrating Generative Autoencoders and attention mechanisms for automated brain tumor segmentation in MRI20250 citations
12. Sudden restructuring of memory representations in recurrent neural networks with repeated stimulus presentations20250 citations
13. Motion feature extraction using magnocellular-inspired spiking neural networks for drone detection20250 citations
14. ModFus-PD: synergizing cross-modal attention and contrastive learning for enhanced multimodal diagnosis of Parkinson's disease20250 citations
15. Circuit-level modeling of prediction error computation of multi-dimensional features in voluntary actions20250 citations
16. Modeling cognition through adaptive neural synchronization: a multimodal framework using EEG, fMRI, and reinforcement learning20250 citations
17. CNN-BiLSTM and DC-IGN fusion model and piecewise exponential attenuation optimization: an innovative approach to improve EEG emotion recognition …20250 citations
18. Prefrontal meta-control incorporating mental simulation enhances the adaptivity of reinforcement learning agents in dynamic environments20250 citations
19. Super special relativity20250 citations
20. Intelligent rehabilitation in an aging population: empowering human-machine interaction for hand function rehabilitation through 3D deep learning and point cloud20250 citations
21. Machine learning hypothesis-generation for patient stratification and target discovery in rare disease: our experience with Open Science in ALS20240 citations
22. Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model20240 citations
23. Deep learning-based Alzheimer's disease detection: reproducibility and the effect of modeling choices20240 citations
24. An exploratory computational analysis in mice brain networks of widespread epileptic seizure onset locations along with potential strategies for effective intervention …20240 citations
25. Identification of Smith–Magenis syndrome cases through an experimental evaluation of machine learning methods20240 citations
26. DT-SCNN: dual-threshold spiking convolutional neural network with fewer operations and memory access for edge applications20240 citations
27. Advances in Shannon-based communications and computations approaches to understanding information processing in the brain20240 citations
28. Computational modeling and machine learning methods in neurodevelopment and neurodegeneration: from basic research to clinical applications20240 citations
29. End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism20240 citations
30. Learning delays through gradients and structure: emergence of spatiotemporal patterns in spiking neural networks20240 citations
31. Synergy quality assessment of muscle modules for determining learning performance using a realistic musculoskeletal model20240 citations
32. BrainNet: an automated approach for brain stress prediction utilizing electrodermal activity signal with XLNet model20240 citations
33. Residual and bidirectional LSTM for epileptic seizure detection20240 citations
34. Research on eight machine learning algorithms applicability on different characteristics data sets in medical classification tasks20240 citations
35. Modeling functional connectivity changes during an auditory language task using line graph neural networks20240 citations
36. Prediction of Alzheimer's disease stages based on ResNet-Self-attention architecture with Bayesian optimization and best features selection20240 citations
37. Sex differences in brain MRI using deep learning toward fairer healthcare outcomes20240 citations
38. Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples20240 citations
39. Multi-stage semi-supervised learning enhances white matter hyperintensity segmentation20240 citations
40. PointAS: an attention based sampling neural network for visual perception20240 citations
41. Fusing the spatial structure of electroencephalogram channels can increase the individualization of the functional connectivity network20230 citations
42. Ensemble deep learning for brain tumor detection20230 citations
43. Information-theoretic analysis of Hierarchical Temporal Memory-Spatial Pooler algorithm with a new upper bound for the standard information bottleneck method20230 citations
44. EEG electrode setup optimization using feature extraction techniques for neonatal sleep state classification20230 citations
45. Self-decisive algorithm for unconstrained optimization problems as in biomedical image analysis20230 citations
46. Leveraging neuro-inspired AI accelerator for high-speed computing in 6G networks20230 citations
47. Towards best practice of interpreting deep learning models for EEG-based brain computer interfaces20230 citations
48. High precision visual localization method of UAV based on feature matching20230 citations
49. 15 years of frontiers in computational neuroscience-computational perception and cognition20230 citations
50. Examining electroencephalogram signatures of people with multiple sclerosis using a nonlinear dynamics approach: a systematic review and bibliographic analysis20230 citations
51. U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis20230 citations
52. Computational intelligence for signal and image processing20230 citations
53. Predictive neuromodulation of cingulo-frontal neural dynamics in major depressive disorder using a brain-computer interface system: A simulation study20230 citations
54. Research on the multi-granularity method of role engineering20230 citations
55. Research on the network handoff strategy based on the best access point name decision20230 citations
56. New insights into binocular rivalry from the reconstruction of evolving percepts using model network dynamics20230 citations
57. Monitoring time domain characteristics of Parkinson's disease using 3D memristive neuromorphic system20230 citations
58. Classification of epileptic seizures in EEG data based on iterative gated graph convolution network20230 citations
59. Toward a unifying framework for the modeling and identification of motor primitives20230 citations
60. Soft error mitigation and recovery of SRAM-based FPGAs using brain-inspired hybrid-grained scrubbing mechanism20230 citations
61. GAPCNN with HyPar: Global Average Pooling convolutional neural network with novel NNLU activation function and HYBRID parallelism20230 citations
62. Prediction and analysis of time series data based on granular computing20230 citations
63. Reservoir based spiking models for univariate time series classification20230 citations
64. System-level brain modeling20230 citations
65. Modeling autonomous shifts between focus state and mind-wandering using a predictive-coding-inspired variational recurrent neural network20230 citations
66. Energy-based analog neural network framework20230 citations
67. Dentate gyrus granule cell activation following extracellular electrical stimulation: a multi-scale computational model to guide hippocampal neurostimulation strategies20230 citations
68. Exploring the neural basis of creativity: EEG analysis of power spectrum and functional connectivity during creative tasks in school-aged children20230 citations
69. Kohonen neural network and symbiotic-organism search algorithm for intrusion detection of network viruses20230 citations
70. Multimodal sleep staging network based on obstructive sleep apnea20230 citations
71. Bayesian continual learning via spiking neural networks20230 citations
72. Machine and deep-learning for computational neuroscience20230 citations
73. Enhancing medical image privacy in IoT with bit-plane level encryption using chaotic map20230 citations
74. A noninvasive bci system for 2d cursor control using a spectral-temporal long short-term memory network20220 citations
75. Deep residual convolutional neural networks for brain–computer interface to visualize neural processing of hand movements in the human brain20220 citations
76. A neural network model for timing control with reinforcement20220 citations
77. Exploring parameter and hyper-parameter spaces of neuroscience models on high performance computers with learning to learn20220 citations
78. SRI-EEG: state-based recurrent imputation for EEG artifact correction20220 citations
79. Exploring spiking neural networks: a comprehensive analysis of mathematical models and applications20220 citations
80. Multi-granularity analysis of brain networks assembled with intra-frequency and cross-frequency phase coupling for human EEG after stroke20220 citations
81. Decoding digital visual stimulation from neural manifold with fuzzy leaning on cortical oscillatory dynamics20220 citations
82. An adaptive information security system for 5g-enabled smart grid based on artificial neural network and case-based learning algorithms20220 citations
83. The task pre-configuration is associated with cognitive performance evidence from the brain synchrony20220 citations
84. Machine learning for computational neural modeling and data analyses20220 citations
85. Cross-site scripting attack detection based on a modified convolution neural network20220 citations
86. Sparse measures with swarm-based pliable hidden Markov model and deep learning for EEG classification20220 citations
87. Detection of brain network communities during natural speech comprehension from functionally aligned EEG sources20220 citations
88. A p300-detection method based on logistic regression and a convolutional neural network20220 citations
89. Biologically plausible training mechanisms for self-supervised learning in deep networks20220 citations
90. Emotion recognition based on dynamic energy features using a Bi-LSTM network20220 citations
91. Cortical circuit-based lossless neural integrator for perceptual decision-making: A computational modeling study20220 citations
92. Wgevia: a graph level embedding method for microcircuit data20210 citations
93. Finger gesture recognition using sensing and classification of surface electromyography signals with high-precision wireless surface electromyography sensors20210 citations
94. Improvement of multiparametric MR image segmentation by augmenting the data with generative adversarial networks for glioma patients20210 citations
95. A study on arrhythmia via ECG signal classification using the convolutional neural network20210 citations
96. Identification of emotion using electroencephalogram by tunable Q-factor wavelet transform and binary gray wolf optimization20210 citations
97. cuSCNN: A Secure and Batch-Processing Framework for Privacy-Preserving Convolutional Neural Network Prediction on GPU20210 citations
98. Toward software-equivalent accuracy on transformer-based deep neural networks with analog memory devices20210 citations
99. Sparse granger causality analysis model based on sensors correlation for emotion recognition classification in electroencephalography20210 citations
100. Identifying individuals with mild cognitive impairment using working memory-induced intra-subject variability of resting-state EEGs20210 citations
101. The connectivity fingerprints of highly-skilled and disordered reading persist across cognitive domains20210 citations
102. Accelerating inference of convolutional neural networks using in-memory computing20210 citations
103. The face module emerged in a deep convolutional neural network selectively deprived of face experience20210 citations
104. Unsupervised learning and clustered connectivity enhance reinforcement learning in spiking neural networks20210 citations
105. InverseMuscleNET: Alternative machine learning solution to static optimization and inverse muscle modeling20210 citations
106. On the validity of neural mass models20210 citations
107. Event-based trajectory prediction using spiking neural networks20210 citations
108. Synchronization, stochasticity, and phase waves in neuronal networks with spatially-structured connectivity20200 citations
109. Measuring the non-linear directed information flow in schizophrenia by multivariate transfer entropy20200 citations
110. Inhibition of long-term variability in decoding forelimb trajectory using evolutionary neural networks with error-correction learning20200 citations
111. Do muscle synergies improve optimization prediction of muscle activations during gait?20200 citations
112. Learning generative state space models for active inference20200 citations
113. BrainOS: a novel artificial brain-alike automatic machine learning framework20200 citations
114. Learning long temporal sequences in spiking networks by multiplexing neural oscillations20200 citations
115. Transfer entropy as a measure of brain connectivity: A critical analysis with the help of neural mass models20200 citations
116. A novel approach for fully automatic intra-tumor segmentation with 3D U-Net architecture for gliomas20200 citations
117. Intra-and inter-subject variability in EEG-based sensorimotor brain computer interface: a review20200 citations
118. The application of unsupervised clustering methods to Alzheimer's disease20190 citations
119. Multi-method fusion of cross-subject emotion recognition based on high-dimensional EEG features20190 citations
120. Automated detection of high-frequency oscillations in epilepsy based on a convolutional neural network20190 citations
121. Intrinsic spine dynamics are critical for recurrent network learning in models with and without autism spectrum disorder20190 citations
122. Data augmentation for brain-tumor segmentation: a review20190 citations
123. Electroencephalogram-based single-trial detection of language expectation violations in listening to speech20190 citations
124. Optimization of real-time EEG artifact removal and emotion estimation for human-robot interaction applications20190 citations
125. Selection of the best electroencephalogram channel to predict the depth of anesthesia20190 citations
126. Automatic brain tumor segmentation based on cascaded convolutional neural networks with uncertainty estimation20190 citations
127. Linking molecular pathways and large-scale computational modeling to assess candidate disease mechanisms and pharmacodynamics in Alzheimer's disease20190 citations
128. Hough transform implementation for event-based systems: Concepts and challenges20180 citations
129. Theoretical principles of multiscale spatiotemporal control of neuronal networks: a complex systems perspective20180 citations
130. EEG microstate sequences from different clustering algorithms are information-theoretically invariant20180 citations
131. Evidence in support of the independent channel model describing the sensorimotor control of human stance using a humanoid robot20180 citations
132. Metastable states of multiscale brain networks are keys to crack the timing problem20180 citations
133. Recurrent deep neural networks for real-time sleep stage classification from single channel EEG20180 citations
134. A retinotopic spiking neural network system for accurate recognition of moving objects using neucube and dynamic vision sensors20180 citations
135. Initial unilateral exposure to deep brain stimulation in treatment-resistant depression patients alters spectral power in the subcallosal cingulate20180 citations
136. Improving the nulling beamformer using subspace suppression20180 citations
137. Support vector machines, multidimensional scaling and magnetic resonance imaging reveal structural brain abnormalities associated with the interaction between …20180 citations
138. Estimation of neuromuscular primitives from EEG slow cortical potentials in incomplete spinal cord injury individuals for a new class of brain-machine interfaces20180 citations
139. On the physiological modulation and potential mechanisms underlying parieto-occipital alpha oscillations20180 citations
140. A comprehensive review of magnetoencephalography (MEG) studies for brain functionality in healthy aging and Alzheimer's disease (AD)20180 citations
141. A novel approach for modeling neural responses to joint perturbations using the NARMAX method and a hierarchical neural network20180 citations
142. Biological Mechanisms for Learning: A Computational Model of Olfactory Learning in the Manduca sexta Moth, With Applications to Neural Nets20180 citations
143. Unsupervised feature learning with winner-takes-all based stdp20180 citations
144. Epileptic seizure prediction based on permutation entropy20180 citations
145. Thalamic bursts and the epic pain model20170 citations
146. Automated detection of driver fatigue based on AdaBoost classifier with EEG signals20170 citations
147. Equilibrium propagation: Bridging the gap between energy-based models and backpropagation20170 citations
148. Estimating the information extracted by a single spiking neuron from a continuous input time series20170 citations
149. A factor graph description of deep temporal active inference20170 citations
150. Classification of EEG signals based on pattern recognition approach20170 citations
151. Improving cross-day EEG-based emotion classification using robust principal component analysis20170 citations
152. Decoding time-varying functional connectivity networks via linear graph embedding methods20170 citations
153. Representational distance learning for deep neural networks20160 citations
154. Does the cerebral cortex exploit high-dimensional, non-linear dynamics for information processing?20160 citations
155. Normalization of pain-evoked neural reponses using spontaneous EEG improves the performance of EEG-based cross-individual pain prediction20160 citations
156. Normalization of pain-evoked neural responses using spontaneous EEG improves the performance of EEG-based cross-individual pain prediction20160 citations
157. Method for improving EEG based emotion recognition by combining it with synchronized biometric and eye tracking technologies in a non-invasive and low cost way20160 citations
158. Affective interaction with a virtual character through an fNIRS brain-computer interface20160 citations
159. A comparison of physiological signal analysis techniques and classifiers for automatic emotional evaluation of audiovisual contents20160 citations
160. Stress assessment by prefrontal relative gamma20160 citations
161. Wavelet entropy and directed acyclic graph support vector machine for detection of patients with unilateral hearing loss in MRI scanning20160 citations
162. Visual cortex inspired CNN model for feature construction in text analysis20160 citations
163. Convolutional neural network for multi-category rapid serial visual presentation BCI20150 citations
164. Stochastic non-linear oscillator models of EEG: the Alzheimer's disease case20150 citations
165. On the role of spatial phase and phase correlation in vision, illusion, and cognition20150 citations
166. Coordinated reset stimulation in a large-scale model of the STN-GPe circuit20140 citations
167. Emulated muscle spindle and spiking afferents validates VLSI neuromorphic hardware as a testbed for sensorimotor function and disease20140 citations
168. Energy distribution property and energy coding of a structural neural network20140 citations
169. Memory consolidation from seconds to weeks: a three-stage neural network model with autonomous reinstatement dynamics20140 citations
170. Implementing the cellular mechanisms of synaptic transmission in a neural mass model of the thalamo-cortical circuitry20130 citations
171. A computational model for preplay in the hippocampus20130 citations
172. Graph theoretical analysis of resting magnetoencephalographic functional connectivity networks20130 citations
173. Identification of preseizure states in epilepsy: a data-driven approach for multichannel EEG recordings20110 citations
174. Dimensional reduction for the inverse problem of neural field theory20090 citations

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