EDITORIAL
Published on 27 May 2020
Editorial: Reproducibility and Rigour in Computational Neuroscience
doi 10.3389/fninf.2020.00023
- 2,440 views
- 10 citations
- Frontiers in Neuroinformatics
- Research Topics
- Reproducibility and Rigour in Computational Neuroscience
Reproducibility and Rigour in Computational Neuroscience
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Articles
ORIGINAL RESEARCH
Published on 19 Dec 2018
Reproducible Neural Network Simulations: Statistical Methods for Model Validation on the Level of Network Activity Data
doi 10.3389/fninf.2018.00090
- 6,768 views
- 29 citations
TECHNOLOGY REPORT
Published on 12 Dec 2018
BindsNET: A Machine Learning-Oriented Spiking Neural Networks Library in Python
doi 10.3389/fninf.2018.00089
- 42,704 views
- 208 citations
ORIGINAL RESEARCH
Published on 26 Nov 2018
Rigorous Neural Network Simulations: A Model Substantiation Methodology for Increasing the Correctness of Simulation Results in the Absence of Experimental Validation Data
doi 10.3389/fninf.2018.00081
- 8,723 views
- 18 citations
REVIEW
Published on 05 Nov 2018
Code Generation in Computational Neuroscience: A Review of Tools and Techniques
doi 10.3389/fninf.2018.00068
- 18,936 views
- 33 citations
ORIGINAL RESEARCH
Published on 21 Aug 2018
Intra- and Inter-Scanner Reliability of Voxel-Wise Whole-Brain Analytic Metrics for Resting State fMRI
doi 10.3389/fninf.2018.00054
- 5,621 views
- 78 citations
METHODS
Published on 14 Aug 2018
Uncertainpy: A Python Toolbox for Uncertainty Quantification and Sensitivity Analysis in Computational Neuroscience
doi 10.3389/fninf.2018.00049
- 43,584 views
- 80 citations
ORIGINAL RESEARCH
Published on 03 Aug 2018
Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models
doi 10.3389/fninf.2018.00046
- 8,731 views
- 37 citations
ORIGINAL RESEARCH
Published on 31 Jul 2018
Parameter Optimization Using Covariance Matrix Adaptation—Evolutionary Strategy (CMA-ES), an Approach to Investigate Differences in Channel Properties Between Neuron Subtypes
doi 10.3389/fninf.2018.00047
- 7,320 views
- 16 citations
METHODS
Published on 10 Jul 2018
Using NEURON for Reaction-Diffusion Modeling of Extracellular Dynamics
doi 10.3389/fninf.2018.00041
- 8,994 views
- 34 citations
TECHNOLOGY REPORT
Published on 26 Jun 2018
FindSim: A Framework for Integrating Neuronal Data and Signaling Models
doi 10.3389/fninf.2018.00038
- 3,650 views
- 9 citations
ORIGINAL RESEARCH
Published on 01 Jun 2018
Toward Rigorous Parameterization of Underconstrained Neural Network Models Through Interactive Visualization and Steering of Connectivity Generation
doi 10.3389/fninf.2018.00032
- 4,346 views
- 12 citations
Published in
Frontiers in Neuroinformatics
Participating Journals
Frontiers in Neuroimaging
Frontiers in Neurology
Brain Imaging MethodsOffline
- 2.7 impact factor
- 4.9 citescore
Frontiers in Neuroscience
- 3.2 impact factor
- 6.2 citescore
Impact
- 257kTopic views
- 218kArticle views
- 35kArticle downloads