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Mohammad Ganjtabesh

Professor

Update: 2024-12-04

Mohammad Ganjtabesh

College of Science / Faculty of Mathematics, Statistics and Computer Science

Journal Paper

  1. "Meta-learning in spiking neural networks with reward-modulated STDP"
    Arsham Gholamzadeh Khoee, Alireza Javaheri, Saeed Reza Kheradpisheh, Mohammad Ganjtabesh
    NEUROCOMPUTING, Vol. 600, No 1, 2024
  2. "Bioplausible Unsupervised Delay Learning for Extracting Spatiotemporal Features in Spiking Neural Networks"
    Alireza Nadafian Neghabi, Mohammad Ganjtabesh
    NEURAL COMPUTATION, Vol. 36, No 7, pp.1-21, 2024
  3. "Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch"
    Marius Vieth, Ali Rahimi, Ashena Gorgan Mohammadi, Jochen Triesch, Mohammad Ganjtabesh
    Frontiers in Neuroinformatics, Vol. 18, No 1331220, 2024
  4. "On computational models of theory of mind and the imitative reinforcement learning in spiking neural networks"
    Ashena Gorgan Mohammadi, Mohammad Ganjtabesh
    Scientific Reports, Vol. 14, No 1, 2024
  5. "Top-Down modulated model for object recognition in different categorization levels"
    Fatemeh Sharifizadeh, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    International Journal of Bio-Inspired Computation, Vol. 18, No 1, 2021
  6. "Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks"
    Milad Mozafari, Mohammad Ganjtabesh, Abbas Nouzari Dalini, Simon Thorpe, Timothee Masquelier
    PATTERN RECOGNITION, Vol. 94, No 1, pp.87-95, 2019
  7. "SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron"
    Milad Mozafari, Mohammad Ganjtabesh, Abbas Nouzari Dalini, Timothee Masquelier
    Frontiers in Neuroscience, Vol. 13, No 1, 2019
  8. "First-Spike-Based Visual Categorization Using Reward-Modulated STDP"
    Milad Mozafari, Saeed Reza Kheradpisheh, Timothee Masquelier, Abbas Nouzari Dalini, Mohammad Ganjtabesh
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 29, No 12, pp.6178-6190, 2018
  9. "STDP-based spiking deep convolutional neural networks for object recognition"
    Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Timothee Masquelier, Simon Thorpe
    NEURAL NETWORKS, Vol. 99, No 1, pp.56-67, 2018
  10. "Evaluating the quality of SHAPE data simulated by k-mers for RNA structure prediction"
    Soheila Montaseri, فاطمه زارع میرک اباد , Mohammad Ganjtabesh
    Journal of Bioinformatics and Computational Biology, Vol. 15, No 6, 2017
  11. "RNA Secondary Structure Prediction Using Genetic Algorithm"
    Mohammad Ganjtabesh, Milad Chenaghloo, Abbas Nouzari Dalini
    Bioinformatics and Biocomputational Research, Vol. 1, No 2, pp.59-62, 2017
  12. "Object Categorization in Finer Levels Relies More on Higher Spatial Frequencies and Takes Longer"
    Matin Najar Ashtiani, Saeed Reza Kheradpisheh, Timothee Masquelier, Mohammad Ganjtabesh
    Frontiers in Psychology, Vol. 8, No 1, 2017
  13. "Improving protein complex prediction by reconstructing a high-confidence protein-protein interaction network of Escherichia coli from different physical interaction data sources"
    Shirin Taghipour, Peyman Zarrineh, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    BMC BIOINFORMATICS, Vol. 18, No 1, 2017
  14. "Evolutionary Algorithm for RNA Secondary Structure Prediction Based on Simulated SHAPE Data"
    Soheila Montaseri, Mohammad Ganjtabesh, فاطمه زارع میرک اباد
    PLoS One, Vol. 11, No 11, 2016
  15. "Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition"
    Saeed Reza Kheradpisheh, Masoud Ghodrati, Mohammad Ganjtabesh, Timothee Masquelier
    Scientific Reports, Vol. 6, No 1, 2016
  16. "Bio-inspired unsupervised learning of visual features leads to robust invariant object recognition"
    Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Timothee Masquelier
    NEUROCOMPUTING, Vol. 205, No 1, pp.382-392, 2016
  17. "Humans and Deep Networks Largely Agree on Which Kinds of Variation Make Object Recognition Harder"
    Saeed Reza Kheradpisheh, Masoud Ghodrati, Mohammad Ganjtabesh, Timothee Masquelier
    Frontiers in Computational Neuroscience, Vol. 10, No 1, 2016
  18. "An Analytical RNA Secondary Structure Benchmark for the RNA Inverse Folding Problem"
    Javad Mohammadzadeh, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    Current Bioinformatics, Vol. 11, No 5, pp.571-577, 2016
  19. "ERD: a fast and reliable tool for RNA design including constraints"
    Ali Esmaili-taheri, Mohammad Ganjtabesh
    BMC BIOINFORMATICS, Vol. 16, No 1, pp.1-11, 2015
  20. "Using temperature effects to predict the interactions between two RNAs"
    Mohammad Ganjtabesh, Soheila Montaseri, فاطمه زارع میرک اباد
    JOURNAL OF THEORETICAL BIOLOGY, Vol. 364, pp.98-102, 2014
  21. "Topological Properties of RNA Variation Networks over the Space of RNA Shapes"
    Javad Mohammadzadeh, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    MATCH-COMMUNICATIONS IN MATHEMATICAL AND IN COMPUTER CHEMISTRY, Vol. 2, No 72, pp.501-518, 2014
  22. "Mixture of feature specified experts"
    Saeid Reza Kheradpisheh, Fatemeh Sharifizadeh, Abbas Nouzari Dalini, Mohammad Ganjtabesh, Reza Ebrahimpour
    Information Fusion, Vol. 20, No 1, 2014
  23. "Evolutionary solution for the RNA design problem"
    Ali Esmaili-taheri, Mohammad Ganjtabesh, Morteza Mohammad Nouri
    BIOINFORMATICS, Vol. 30, No 9, pp.1250-1258, 2014
  24. "An Evidence-Based Combining Classifier for Brain Signal Analysis"
    Saeid Reza Kheradpisheh, Abbas Nouzari Dalini, Reza Ebrahimpour, Mohammad Ganjtabesh
    PLoS One, Vol. 9, No 1, pp.1-10, 2014
  25. "Genetic algorithm solution for partial digest problem"
    Hayedeh Ahrabiyan, Mohammad Ganjtabesh, Abbas Nouzari Dalini, Zahra Razaghi Moghadam Kashani
    International Journal of Bioinformatics Research and Applications, Vol. 6, No 9, pp.584-594, 2013
  26. "Inverse RNA Folding Solution Based on Multi-Objective Genetic Algorithm and Gibbs Sampling Method"
    Mohammad Ganjtabesh, فاطمه زارع میرک اباد, Abbas Nouzari Dalini
    EXCLI Journal, Vol. 12, No 6, pp.546-555, 2013
  27. "A fast algorithm for the partial digest problem"
    Reza Nadimi , Hasan Salehi Fateh Abadi, Mohammad Ganjtabesh
    JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS, Vol. 28, No 2, pp.315-325, 2011
  28. "A Molecular Algorithm for Longest Path Problem"
    Hayedeh Ahrabiyan, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    International Journal of Computer Information Systems, Vol. 3, No 1, pp.306-313, 2011
  29. "Enumerating the Number of RNA Structures Including Pseudoknots of any Topology"
    Mohammad Ganjtabesh, Jean Marc Steyaert
    MATCH, Vol. 66, No 1, pp.399-414, 2011
  30. "Simulating Add Operation by DNA Finite Splicing Systems"
    Hayedeh Ahrabiyan, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    International Journal of Applied Mathematics, Vol. 20, No 6, pp.827-841, 2007
  31. "DNA Algorithm for an Un - bounded Fan - in Boolean Circuit"
    Hayedeh Ahrabiyan, Mohammad Ganjtabesh, Abbass Nowzari Dalini
    BIOSYSTEMS, Vol. 82, No 1, pp.52-60, 2005
  32. "DNA algorithm for an unbounded fan-in boolean circuit"
    Hayedeh Ahrabiyan, Mohammad Ganjtabesh, Abbas Nouzari Dalini
    BIOSYSTEMS, Vol. 82, No 1, pp.52-60, 2005
  33. "NeoCortex and Its Role in Artificial Intelligence"
    Ashena Gorgan Mohammadi, Mohammad Ganjtabesh
    Computing Science Journal, Vol. پاییز 1401, No 26, pp.3-11, 2022
  34. "Computational Methods for RNA Secondary Structure Prediction"
    Mohammad Ganjtabesh
    Biological Science Promotion, Vol. 2, No 1, 2019
  35. "Motion recognition modeling using synaptic delays"
    Mohammad Saleh Vahdatpour, Mohammad Ganjtabesh
    Computer Report, Vol. 1, No 237, 2018

Conference Paper

  1. "Avid: A Variational Inference Deliberation For Meta-Learning"
    Alireza Javaheri, Saeed Reza Kheradpisheh, Hadi Farahani, Arsham Gholamzadeh Khoee, Mohammad Ganjtabesh
    2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), 2022
  2. "Learning Visual Features With STDP in a Spiking Deep Neural Network"
    Saeed Reza Kheradpisheh, Mohammad Ganjtabesh, Simon Thorpe, Timothee Masquelier
    Bernstein Conference 2016, 2016
  3. "Investigating the relation between frequency bands and objects categorization levels"
    Saeed Reza Kheradpisheh, Matin Najar Ashtiani, Mohammad Ganjtabesh
    4th Neuroscience Congress 2015, 2015
  4. "RNA Structure Prediction: The Inverse Problem"
    Mohammad Ganjtabesh
    Workshop on Structural Bioinformatics, 2014
  5. "Analysis of Result of Epigenetic Post-Translational Histone Modifications"
    Mostafa Arbab-sadeghi, Abbas Nouzari Dalini, Mohammad Ganjtabesh
    Fifth Iranian Conference on Bioinformatics, 2014
  6. "An Evolutionry algorithm to predict RNA-RNA Iteraction"
    Soheila Montaseri, فاطمه زارع میرک اباد, Mohammad Ganjtabesh
    Fifth Iranian Conference on Bioinformatics, 2014
  7. "An Optimization Approach to Solve the Inverse RNA Folding Problem"
    Mohammad Ganjtabesh, سیدشهریار عرب, سیده مارال ضیایی
    2th International Conference on Operation Research and Optimization, 2013
  8. "MSS-RNA: Make a Sequence for a Given RNA Secondary Structure based on Genetic Algorithm and Gibbs Sampling Method"
    Mohammad Ganjtabesh, Hayedeh Ahrabiyan, Abbas Nouzari Dalini, فاطمه زارع میرک اباد
    International Conference on Operations Research and Optimization, 2011
  9. "Motion detection based on the synaptic delays"
    Mohammad Saleh Vahdatpour, Mohammad Ganjtabesh
    23rd Annual National Conference of Iranian Computer Society, 2018
  10. "An algorithem ........"
    Mohammad Ganjtabesh
    the 4th national confrence of bioanformatic in Iran, 2012