Jamal Amani Rad

Assistant Professor

Update: 2024-12-26

Jamal Amani Rad

Institute for Cognitive and Brain Sciences /

Journal Paper

  1. "Are there jumps in evidence accumulation, and what, if anything, do they reflect psychologically? An analysis of Lévy Flights models of decision-making"
    Amir Hosein Hadian Rasanan, Jamal Amani Rad, David K. Sewell
    PSYCHONOMIC BULLETIN and REVIEW, Vol. 31, pp.32-48, 2024
  2. "The role of reinforcement learning in shaping the decision policy in methamphetamine use disorders: looking through the lens of dynamic models for decision-making"
    Sadegh Ghaderi, Mohammad Hemami, Reza Khosrowabadi, Jamal Amani Rad
    Journal of Choice Modelling, Vol. 50, 2024
  3. "Numerical approximation of the first-passage time distribution of time-varying diffusion decision models: A mesh-free approach"
    Amir Hosein Hadian Rasanan, Nathan J. Evans, Jorg Rieskamp, Jamal Amani Rad
    ENGINEERING ANALYSIS WITH BOUNDARY ELEMENTS, Vol. 151, pp.227-243, 2023
  4. "Anxiety, concerns and COVID-19: Cross-country perspectives from families and individuals with neurodevelopmental conditions"
    Vassilis Sideropoulos, Jo Van Herwegen, Ben Meuleman, Michael Alessandri, Faisal M Alnemary, Jamal Amani Rad, Pamela A Banta Lavenex, Nikita Bolshakov, Sven B?lte, Paulina Buffle, Ru Y Cai, Ruth Campos, Adela Chirita-Emandi, Andreia P Costa, Floriana Costanzo, Vincent Des Portes, Daniel Dukes, Laurence Faivre, Nawelle Famelart, Marisa H Fisher, Liudmilla Gamaiunova, Aikaterini Giannadou, Rashmi Gupta, Antonio Y Hardan, Françoise Houdayer-Robert, Lenka Hrncirova, Roberto Tadeu Iaochite, Katarina Jariabkova, Bonita P Klein-Tasman, Pierre Lavenex, Supriya Malik, Francesca Mari, Pastora Martinez-Castilla, Deny Menghini, Heather J Nuske, Olympia Palikara, Anouk Papon, Robin S Pegg, Hamid Reza Pouretemad, Luise Poustka, Ingolf Prosetzky, Alessandra Renieri, Sinead M Rhodes, Deborah M Riby, Massimiliano Rossi, Saeid Sadeghi, Xueyen Su, Claire Tai, Michel Tran, Fionnuala Tynan, Mirko Uljarevi?, Amy V Van Hecke, Guida Veiga, Alain Verloes, Stefano Vicari, Sonja G Werneck-Rohrer, Eric Zander, Andrea C Samson
    Journal of Global Health, Vol. 13, 2023
  5. "Neural symphony of risky decision making in children with ADHD: Insights from transcranial alternating current stimulation and cognitive modeling"
    Vahid Nejati, Zahra Famini nezhad hamedani, Jamal Amani Rad
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, Vol. 53, pp.102898-102909, 2023
  6. "A general integrative neurocognitive modeling framework to jointly describe EEG and decision-making on single trials"
    Amin Ghaderi Kangavari, Jamal Amani Rad, Michael Nunez
    Computational Brain and Behavior, Vol. 6, pp.317-376, 2023
  7. "Transcranial direct current stimulation alters the process of reward processing in children with ADHD: Evidence from cognitive modeling"
    Vahid Nejati, Fateme Miri-Karam, Jamal Amani Rad
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, Vol. 53, 2023
  8. "How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis"
    Amin Ghaderi Kangavari, Kourosh Parand, Reza Ebrahimpour, Michael D. Nunez, Jamal Amani Rad
    Journal of Cognitive Psychology, Vol. 35, pp.456-479, 2023
  9. "NPDS toolbox: Neural population (De) synchronization toolbox for MATLAB"
    Mohammad Mahdi Moayeri, Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
    NEUROCOMPUTING, Vol. 506, pp.206-212, 2022
  10. "Neuro-cognitive models of single-trial EEG measures describe latent effects of spatial attention during perceptual decision making"
    Amin Ghaderi Kangavari, Jamal Amani Rad, Kourosh Parand, Michael D. Nunez
    JOURNAL OF MATHEMATICAL PSYCHOLOGY, Vol. 111, 2022
  11. "Learning nonlinear dynamics with behavior ordinary/partial/system of the differential equations: looking through the lens of orthogonal neural networks"
    Mohammad Omidi, Bahare Arab, Amir Hosein Hadian Rasanan, Jamal Amani Rad, Kourosh Parand
    ENGINEERING WITH COMPUTERS, Vol. 38, pp.1635-1654, 2022
  12. "Transcranial direct current stimulation (tDCS) alters the pattern of information processing in children with ADHD: Evidence from drift diffusion modeling"
    Vahid Nejati, Amir Hosein Hadian Rasanan, Jamal Amani Rad, Maryam Movahedirad, Shahin Haghi, Michael A. Nitsche
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, Vol. 52, pp.17-27, 2022
  13. "Desynchronization of stochastically synchronized neural populations through phase distribution control: a numerical simulation approach"
    Mohammad Mahdi Moayeri, Jamal Amani Rad, Kourosh Parand
    NONLINEAR DYNAMICS, Vol. 104, pp.2363-2388, 2021
  14. "Phase distribution control of neural oscillator populations using local radial basis function meshfree technique with application in epileptic seizures: A numerical simulation approach"
    Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
    Communications in Nonlinear Science and Numerical Simulation, Vol. 103, 2021
  15. "Deep inference: A Convolutional Neural Networks Method for Parameter Recovery of the Fractional Dynamics"
    Biranvand Nader, Amir Hosein Hadian Rasanan, Ali Khalili, Jamal Amani Rad
    International Journal of Nonlinear Analysis and Applications, Vol. 12, pp.189-201, 2021
  16. "Numerical study of temperature distribution in an inverse moving boundary problem using a meshless method"
    Yasaman Lotfi, Kourosh Parand, Kamal Rashedi, Jamal Amani Rad
    ENGINEERING WITH COMPUTERS, Vol. 37, pp.461-475, 2021
  17. "The use of space-splitting RBF-FD technique to simulate the controlled synchronization of neural networks arising from brain activity modeling in epileptic seizures"
    Mohammad Hemami, Jamal Amani Rad, Kourosh Parand
    Journal of Computational Science, Vol. 42, 2020
  18. "Dynamical behavior of reaction-diffusion neural networks and their synchronization arising in modeling epileptic seizure: A numerical simulation study"
    Mohammad Mahdi Moayeri, Jamal Amani Rad, Kourosh Parand
    COMPUTERS and MATHEMATICS WITH APPLICATIONS, Vol. 80, pp.1887-1927, 2020
  19. "An efficient space-splitting method for simulating brain neurons by neuronal synchronization to control epileptic activity"
    Mohammad Mahdi Moayeri, Amir Hosein Hadian Rasanan, S. Latifi, Kourosh Parand, Jamal Amani Rad
    ENGINEERING WITH COMPUTERS, 2020
  20. "Recovering a moving boundary from Cauchy data in an inverse problem which arises in modeling brain tumor treatment: the (quasi)linearization idea combined with radial basis functions (RBFs) approximation"
    Ashraf Hajiolov Zarnagh, Yasaman Lotfi, Kourosh Parand, Amir Hosein Hadian Rasanan, K. Rashedi, Jamal Amani Rad
    ENGINEERING WITH COMPUTERS, Vol. -, 2020
  21. "Simulation of nonlinear fractional dynamics arising in the modeling of cognitive decision making using a new fractional neural network"
    Amir Hosein Hadian Rasanan, Nastaran Bajalan, Kourosh Parand, Jamal Amani Rad
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, Vol. 43, pp.1437-1466, 2020
  22. "Numerical simulation of reaction-diffusion neural dynamics models and their synchronization/desynchronization: Application to epileptic seizures"
    Mohammad Hemami, Kourosh Parand, Jamal Amani Rad
    COMPUTERS and MATHEMATICS WITH APPLICATIONS, Vol. 78, pp.3644-3677, 2019
  23. "Screening of autism spectrum disorder based on task-free fMRI using tensor decomposition approach"
    Amir Hosein Hadian Rasanan, S. Meghdadi Zanjani, M. Akhavan, Jamal Amani Rad
    Journal of Neurodevelopmental Cognition, Vol. 2, pp.71-78, 2019
  24. "Numerical simulation of reaction-diffusion neural dynamics models and their synchronization/desynchronization: Application to epileptic seizures"
    Mohammad Hemami, Kourosh Parand, Jamal Amani Rad
    COMPUTERS and MATHEMATICS WITH APPLICATIONS, Vol. 78, pp.3644-3677, 2019
  25. "Numerical study of a multidimensional dynamic quantum model arising in cognitive psychology especially in decision making"
    Kourosh Parand, Mohammad Mahdi Moayeri, Sobhan Latifi, Jamal Amani Rad
    European Physical Journal Plus, Vol. 134, pp.109-126, 2019
  26. "Numerical techniques for behavior of incompressible flow in steady two-dimensional motion due to a linearly stretching of porous sheet based on radial basis functions"
    Kourosh Parand, Yasaman Lotfi, Jamal Amani Rad
    Nonlinear Engineering, Vol. 8, pp.80-93, 2019
  27. "A computational source modeling of brain activity: An inverse problem"
    Amir hosein Hadian rasanan, Jamal Amani Rad
    Journal of Neurodevelopmental Cognition, Vol. 1, pp.71-80, 2018
  28. "An efficient analytic approach for solving Hiemenz flow through a porous medium of a non-Newtonian Rivlin-Ericksen fluid with heat transfer"
    Yasaman Lotfi, Kourosh Parand, Jamal Amani Rad
    Nonlinear Engineering, 2018
  29. "A Numerical Investigation to Viscous Flow Over Nonlinearly Stretching Sheet with Chemical Reaction Heat Transfer and Magnetic Field"
    Jamal Amani Rad, Kourosh Parand, Saeed Kazem
    International Journal of Applied and Computational Mathematics, Vol. 3, pp.919-935, 2017
  30. "Numerical pricing of American options under two stochastic factor models with jumps using a meshless local Petrov Galerkin method"
    Jamal Amani Rad, Kourosh Parand
    APPLIED NUMERICAL MATHEMATICS, Vol. 115, pp.252-274, 2017
  31. "Forward deterministic pricing of options using Gaussian radial basis functions"
    Jamal Amani Rad, Josef H??k, Elisabeth Larsson, Lina von Sydow
    Journal of Computational Science, Vol. 24, pp.209-217, 2017
  32. "A NEW TAU HOMOTOPY ANALYSIS METHOD FOR MHD SQUEEZING FLOW OF SECOND-GRADE FLUID BETWEEN TWO PARALLEL DISKS"
    Saeed Kazem, Malihe Shaban, Jamal Amani Rad
    Applied and Computational Mathematics, Vol. 16, pp.114-132, 2017
  33. "An accurate numerical analysis of the laminar two-dimensional flow of an incompressible Eyring-Powell fluid over a linear stretching sheet"
    Kourosh Parand, Yasaman Lotfi, Jamal Amani Rad
    European Physical Journal Plus, Vol. 132, pp.1-21, 2017

Conference Paper

  1. "Modeling Human Lexical Decision-Making with Artificial Neural Networks and Evidence Accumulation Models"
    Arash Dadras, Mahvash Siavashpour, Jamal Amani Rad, Amir Hosein Hadian Rasanan
    45th Annual Meeting of the Cognitive Science Society, No 45 , pp.3909-3909, 2023
  2. "Radial Basis Leaky Competing Accumulator Model: A Biologically Plausible Framework for Decision-Making in a Continuous Option Space"
    Amir Hosein Hadian Rasanan, Jamal Amani Rad, Laura Fontanesi
    44th Annual Meeting of the Cognitive Science Society, pp.3058-3064, 2022
  3. "An EZ-circular diffusion model of continuous decision processes"
    Hasan Qarehdaghi, Jamal Amani Rad
    44th Annual Meeting of the Cognitive Science Society, pp.756-762, 2022
  4. "Race Levy-Brownian model: An evidence accumulation model with both Levy flight and diffusion properties"
    Amir Hosein Hadian Rasanan, Nathan Evans, Jamal Amani Rad
    MathPsych/ICCM 2022 Conference, the joint gathering of the 55th Annual Meeting of the Society for Mathematical Psychology (SMP) and the 20th International Conference on Cognitive Modelling (ICCM), pp.43-43, 2022
  5. "EZ-CDM: easy estimation of circular diffusion model parameters"
    Hasan Qarehdaghi, Jamal Amani Rad
    MathPsych/ICCM 2022 Conference, the joint gathering of the 55th Annual Meeting of the Society for Mathematical Psychology (SMP) and the 20th International Conference on Cognitive Modelling (ICCM), pp.41-41, 2022
  6. "Novel neuro-cognitive models can explore spatial attention's effect on perceptual decision making"
    Amin Ghaderi Kangavari, Jamal Amani Rad, Michael Nunez
    MathPsych/ICCM 2022 Conference, the joint gathering of the 55th Annual Meeting of the Society for Mathematical Psychology (SMP) and the 20th International Conference on Cognitive Modelling (ICCM), pp.36-36, 2022
  7. "Reflected Boundary Drift Diffusion Model: A Double Responding Framework for Go/No-Go Paradigm"
    Amir Hossein Hadian Rasanan, Jamal Amani Rad
    43rd Annual Meeting of the Cognitive Science Society, pp.2623-2629, 2021
  8. "The Race Levy Flight Model: Jumping in multi-alternative decisions"
    Amir Hossein Hadian Rasanan, Jamal Amani Rad, Evanse Nathan J., Padash Amin
    MathPsych/ICCM 2021 Conference, the joint gathering of the 54th Annual Meeting of the Society for Mathematical Psychology (SMP) and the 19th International Conference on Cognitive Modelling (ICCM), pp.132-133, 2021
  9. "Contralateral oscillations related to modulation of top-down attention in perceptual decision making: a Bayesian hierarchical diffusion model and EEG analysis"
    Amin Ghaderi Kangavari, Jamal Amani Rad, Kourosh Parand, Reza Ebrahimpour
    MathPsych/ICCM 2021 Conference, the joint gathering of the 54th Annual Meeting of the Society for Mathematical Psychology (SMP) and the 19th International Conference on Cognitive Modelling (ICCM), pp.78-78, 2021
  10. "Does jumping occur during the information accumulation process?"
    Amir Hossein Hadian Rasanan, David K. Sewell, Jamal Amani Rad
    Australasian Mathematical Psychology Conference 2021, 2021
  11. "MCILS: Monte-Carlo Iterpolation Least-Square Algorithm for Approximation of Edge-Reliability Polynomial"
    Amir Hosein Hadian Rasanan, Dara Rahmati, saeed gorgin, Jamal Amani Rad
    9th International Conference on Computer and Knowledge Engineering (ICCKE 2019), No 9 , pp.295-299, 2019
  12. "A Tensor Approach for Diagnosing Autism Spectrum Disorder Using fMRI Data"
    Amir Hosein Hadian Rasanan, Jamal Amani Rad, Reza Khosrowabadi, Hamid Reza Pouretemad
    6th Iranian Human Brain Mapping Congress, 2019
  13. "Using motor imagery games to alleviate phantom limb pain"
    Kiyarash Farivar, Reza Khosrowabadi, Jamal Amani Rad
    4th Iranian Human Brain Mapping (IHBM2017) Congress, 2017
  14. ""
    Arash Dadras, Mahvash Siavashpour, Jamal Amani Rad
    , 2023
  15. "ANN-EAM: An Artificial Neural Network-Evidence Accumulation Framework for Modeling of Human Lexical Decision-Making"
    Arash Dadras, Mahvash Siavashpour, Jamal Amani Rad
    the 11th basic and clinical neuroscience congress 2022, 2022
  16. ""
    Sajjad A'alami, Jamal Amani Rad, Hamid Reza Pouretemad
    9th international conferences of cognitive science, 2022
  17. "How does exposure to discrete emotions influence specific cognitive mechanisms underlying risky decision-making? A look through the lens of cognitive modeling"
    Milad Yousefi, Jamal Amani Rad
    10th basic and clinical neuroscience congress, 2021
  18. "Decision making guidance through learning in methamphetamine use disorders: Evidence from reinforcement learning diffusion decision model"
    Sadegh Ghaderi, Jamal Amani Rad, Reza Khosrowabadi
    10th basic and clinical neuroscience congress, 2021
  19. "A specific cognitive model is not the best model everywhere: Exploration on IGT models"
    Sherwin Nedaei Janbesaraei, Amir Hossein Hadian Rasanan, Jamal Amani Rad
    10th basic and clinical neuroscience congress, 2021
  20. "Developmental changes of multisensory temporal processing from childhood to adolescence"
    Sajjad A'alami, Jamal Amani Rad, Hamid Reza Pouretemad
    10th basic and clinical neuroscience congress, 2021
  21. "What exactly do we mean when we talk about computational psychiatry?"
    Jamal Amani Rad
    25th Iranian & 4th International Congress of Physiology and Pharmacology, 2021
  22. "An efficient meshfree machine learning approach to simulate the generalized Fitzhugh-Nagumo equation inspired by neuroscience"
    Mohammad Hemami, Kourosh Parand, Jamal Amani Rad
    51st Annual Iranian Mathematics Conference, 2021
  23. "Desynchronization of neural oscillator populations using least squares support vector machines"
    Mohammad Mahdi Moayeri, Kourosh Parand, Jamal Amani Rad
    51st Annual Iranian Mathematics Conference, No 15 , pp.947-951, 2021
  24. "Reinforcement learning diffusion decision models for value-based decisions"
    Jamal Amani Rad
    , 2020
  25. ""
    Mohamad Reza Najafi, Dara Rahmati, Jamal Amani Rad
    National Informatics Conference of Iran, 2020
  26. ""
    Saba Kadkhodazadeh, Amir Hosein Hadian Rasanan, Jamal Amani Rad, Saeed Gorgin
    National Informatics Conference of Iran, 2020
  27. "Numerical solution of a two-dimensional inverse Stefan problem via radial basis functions"
    Ashraf Haji Olov, Jamal Amani Rad, Fatemeh Zabihi
    4th Iranian Conference on Mathematical Physics, pp.1-4, 2020
  28. "Brain activity reconstruction by finding a source parameter in an inverse problem"
    Amir hosein Hadian rasanan, Jamal Amani Rad
    , pp.646-646, 2018
  29. "A computational frame work for simulating Fitzhugh-Nagumo equation with time-dependent coefficients: Application to epileptic seizures"
    Amir hosein Hadian rasanan, Jamal Amani Rad, Laleh Nourian
    , pp.647-647, 2018
  30. "Synchronization and desynchronization of coupled Fitzhugh-Nagumo systems: Application to epileptic seizures"
    Mohammad Hemami, Kourosh Parand, Jamal Amani Rad
    , pp.648-648, 2018
  31. "An efficient numerical algorithm for simulating of coupled Fitzhugh-Nagumo systems: Application to epileptic seizures"
    Mohammad Mahdi Moayeri, Kourosh Parand, Jamal Amani Rad
    , pp.656-656, 2018
  32. "An accurate numerical algorithm to evaluate an inverse problem of finding a source parameter: Applications in brain activity reconstruction"
    Amir hosein Hadian rasanan, Jamal Amani Rad
    49th Annual Iranian Mathematics Conference, 2018
  33. "A new numerical simulation of dynamical mechanism of spike generation in squid giant axons"
    Mohammad Mahdi Moayeri, Kourosh Parand, Jamal Amani Rad
    6th Basic and Clinical Neuroscience Congress 2017, 2017
  34. "A Neuro-Heuristic technique to calculate one-dimensional FitzHugh-Nagumo Neuron Model"
    Amin Ghaderi Kangavari, Jamal Amani Rad, Hamid Reza Pouretemad
    6th Basic and Clinical Neuroscience Congress 2017, 2017
  35. "A simulation of dynamical mechanism of spike generation in squid giant axons"
    Mohammad Mahdi Moayeri, Kourosh Parand, Jamal Amani Rad
    6th Basic and Clinical Neuroscience Congress 2017, 2017
  36. "The quasilinearization idea combined with indirect radial basis function meshless approach"
    Yasaman Lotfi, Kourosh Parand, Jamal Amani Rad
    48th Annual Iranian mathematics conference, 2017
  37. "The quasilinearization idea combined with indirect meshless approach"
    Kourosh Parand, Yasaman Lotfi, Jamal Amani Rad
    48th Annual Iranian mathematics conference, 2017