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Publications

    2021

  1. Modulation of activity by travelling waves in a topographical model of V1
    Vergani, Alberto A, et al
    in fieri

  2. Benchmarking soft clustering validation indexes with simulated fMRI data
    Martinelli, Samuele and Vergani, Alberto A
    in fieri

    3. 2020

  3. Hot Coffee: Associative Memory with Bump Attractor Cell Assemblies of Spiking Neurons
    Huyck, Christian R and Vergani, Alberto A
    Journal of Computational Neuroscience
    Springer Nature Switzerland
    [ResearchGate] [Github]

  4. Critical limits in a Bump Attractor Network of Spiking Neurons
    Vergani, Alberto A and Huyck, Christian R
    Preprint
    [ResearchGate] [arXiv] [Github]

  5. Counting Temporal Classes in a Resting-State fMRI exam
    Vergani, Alberto A
    Preprint
    [ResearchGate] [ShortVersion] [Github]

    6. 2019

  6. Comparison of Validity Indexes for Fuzzy Clusters of fMRI Data
    Martinelli, Samuele and Vergani, Alberto A and Binaghi, Elisabetta
    Lecture Notes in Computational Vision and Biomechanics
    Springer Nature Switzerland
    Conference associated: VipIMAGE 2019
    [ResearchGate] [Github]

  7. A Cloud Fuzzy Logic Framework for Oral Disease Risk Assessment
    Gonella, Gloria and Binaghi, Elisabetta and Vergani, Alberto A and Biotti, Irene and Levrini, Luca
    Lecture Notes in Computer Science
    Springer Nature Switzerland
    Conference associated: WILF 2018
    [ResearchGate] [Github]

  8. Resting State fMRI Analysis Using Unsupervised Learning Algorithms
    Vergani, Alberto A and Martinelli, Samuele and Binaghi, Elisabetta
    Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
    Taylor and Francis
    [ResearchGate] [Github]

  9. Clustering functional MRI Patterns with Fuzzy and Competitive Algorithms
    Vergani, Alberto A and Martinelli, Samuele and Binaghi, Elisabetta
    Lecture Notes in Computer Science
    Springer Nature Switzerland
    Conference associated: CompIMAGE 2018
    [ResearchGate] [Github]

    10. 2018

  10. Solving Clustering as Ill-Posed Problem: Experiments with K-Means Algorithm
    Vergani Alberto A
    Preprint
    [ResearchGate] [Github]

  11. Resting State fMRI Functional Connectivity Analysis Using Soft Competitive Learning Algorithms
    Vergani, Alberto A and Binaghi, Elisabetta and Martinelli, Samuele and Strocchi, Sabina
    Proceedings of the 15th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 3rd Conference on Imaging and Visualization
    Prizewinning as best conference paper at CMBBE 2018 in Lisbon, Portugal
    [ResearchGate] [Github]

  12. Computation and Management of Weighted Activation Vectors in Support to fMRI Analysis of Clinical Subjects
    Binaghi, Elisabetta and Vergani, Alberto A and Montalbetti, Andrea and Minotto, Renzo and Pedoia, Valentina and Strocchi, Sabina and Balbi, Sergio
    Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization
    Taylor and Francis
    [ResearchGate] [Github]

  13. A Soft Davies-Bouldin Separation Measure
    Vergani, Alberto A and Binaghi, Elisabetta
    Proceedings of the 2018 IEEE International Conference on Fuzzy Systems
    IEEE Publisher
    [ResearchGate] [Github]

  14. Quantitative Relations between CRAIIM Human Brain Atlases
    Vergani, Alberto A and Minotto, Renzo and Strocchi, Sabina and Binaghi, Elisabetta
    1st Human Brain Project Student Conference Book
    Frontiers Publisher
    [ResearchGate] [Github]

    15. 2017

  15. Cluster Analysis of Functional Neuroimages Using Data Reduction and Competitive Learning Algorithms
    Vergani, Alberto A and Martinelli, Samuele and Binaghi, Elisabetta
    Lecture Notes in Computational Vision and Biomechanics
    Springer Nature Switzerland
    [ResearchGate] [Github]

  16. Accuracy Evaluation of Soft Classifiers Using Interval Type-2 Fuzzy Sets Framework
    Binaghi, Elisabetta and Vergani, Alberto A and Pedoia, Valentina
    Proceedings of the 2017 IEEE International Conference on Fuzzy Systems
    IEEE Publisher
    [ResearchGate] [Github]

    17. 2016

  17. FSL-Based Hybrid Atlas Promotes Activation Weighted Vector Analysis in Functional Neuroradiology
    Vergani, Alberto A and Minotto, Renzo and Strocchi, Sabina and Binaghi, Elisabetta
    Frontiers in Neuroinformatics
    Springer Nature Switzerland
    Conference associated: INCF 2017
    [ResearchGate] [Github]

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