Selected Publications

  • Payedar-Ardakani, Pegah, Yousef Gorji-Mahlabani, Abdul hamid Ghanbaran, and Reza Ebrahimpour. (May,2024). Daylight Illumination Levels, User Preferences, and Cognitive Performance in Office Environments: Exploring an Optimal Illumination Range Using Virtual Reality. Building and Environment, p.111638. [B&E2024]
  • Roshan, Setareh Sadat, Naser Sadeghnejad, Fatemeh Sharifiadeh, Reza Ebrahimpour. (April,2024). A Neurocomputational Model of Decision and Confidence in Object Recognition Task. Neural Networks, 12:106318. [NN2024]
  • Amir Hosein Asaadi, S. Hamid Amiri, Alireza Bosaghzadeh, Reza Ebrahimpour. (April,2024). Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimedia. Scientific Reports,14, 9133. [SR2024]
  • Naser Sadeghnejad, Mehdi Ezoji, Reza Ebrahimpour, Mohamad Qodosi, and Sajjad Zabbah. (March,2024). A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task. Journal of Neural Engineering21(2), 026011. [JoNE2024]
  • Mohammad Usef Khosravi Khaliran, Iman Zabbah, Mehrbod Faraji, Reza Ebrahimpour. (May,2024). Improving deep learning in arrhythmia Detection: The application of modular quality and quantity controllers in data augmentation. Biomedical Signal Processing and Control, 1;91:105940. [BSP&C2024]
  • Leyla Yahyaie, Reza Ebrahimpour, Abbas Koochari. (Jan,2024). Pupil Size Variations Reveal Information About Hierarchical Decision-Making Processes. Cognitive Computation. 19:1-2. [CC2024]
  • Jamal Esmaily, Sajjad Zabbah, Reza Ebrahimpour, Bahador Bahrami. (Dec,2023). Interpersonal alignment of neural evidence accumulation to social exchange of confidence. eLife. 21;12:e83722 [eLife2023]
  • FS Izadi, SS Roshan, R Ebrahimpour. (Dec,2023). Assessing Prospective Teachers’ Geometric Transformations Thinking: A Van Hiele Theory-Based Analysis with Eye Tracking Cognitive Science Method. Technology of Education Journal. 6:67-88 [ToEJ2023]
  • Masoumeh Mokari-Mahallati, Reza Ebrahimpour, Nasour Bagheri, Hamid Karimi-Rouzbahani. (Jul,2023). Deeper neural network models better reflect how humans cope with contrast variation in object recognition. Neuroscience Research. 1;192:48-55 [NR2023]
  • Kamran Avanaki Jenna Lee, Mohammad Javad Beirami, Reza Ebrahimpour, Carolina Puyana, Maria Tsoukas. (Jun,2023). Optical coherence tomography confirms non‐malignant pigmented lesions in phacomatosis pigmentokeratotica using a support vector machine learning algorithm. Skin Research and Technology, 29(6):e13377. [SR&T2023]
  • Amin Ghaderi-Kangavari, Kourosh Parand, Reza Ebrahimpour, Michael D Nunez, Jamal Amani Rad. (May,2023). How spatial attention affects the decision process: looking through the lens of Bayesian hierarchical diffusion model & EEG analysis. Journal of Cognitive Psychology, 19;35(4):456-79. [JoCP2023]
  • Mohammad Alipour, Elahe Aminifar, David C. Geary, Reza Ebrahimpour.(May,2023). Framing mathematical content in evolutionarily salient contexts improves students’ learning motivation. Learning and Motivation, Volume 82, 101894. [L&M2023]
  • Amir Mahmood Mousavi Harris, Jamal Esmaeili, Sajjad Zabbah, Reza Ebrahimpour.(February,2023). There is a Threshold for Decision’s Confidence in Hierarchical Perceptual Decision-Making. The Neuroscience Journal of Shefaye Khatam, 26-37. [NJoFK2023]
  • Amir Mahmood Mousavi Harris, Reza Ebrahimpour. (January,2023). Investigation of Decision-Making Computational cortex-like mechanism models‎ in Neuroeducation. Technology of Education Journal (TEJ), 249-264. [ToEJ2023]
  • Zahra Azizi, Reza Ebrahimpour. (January,2023). Explaining Integration of Evidence Separated by Temporal Gaps with Frontoparietal Circuit Models. Neuroscience, 509, 74-95. [N2023]
  • Masoumeh Moatari, Ehsan Pazouki, Reza Ebrahimpour, Mohammad Reza Rezaee. (January, 2023). Intelligent learners’ cognitive style detection based on their interaction in the English language teaching system. Technology of Education Journal (TEJ), 209-232. [ToEJ2023]
  • Naser Sadeghnejad, Mehdi Ezoji, Reza Ebrahimpour, Sajjad Zabbah. (December ,2022). Resolving the neural mechanism of core object recognition in space and time: A computational approach. Neuroscience Research. [NR2022]
  • Kimia Darparnian, Zahra Azizi, Reza Ebrahimpour. (November,2022). Investigating Decision-Making with Insufficient Evidence Using Behavioral Modeling. The Neuroscience Journal of Shefaye Khatam, 10(4), 10-19. [NJoSK2022]
  • Araz Farkish, Alireza Bosaghzadeh, S Hamid Amiri, Reza Ebrahimpour, (September, 2022). Evaluating the Effects of Educational Multimedia Design Principles on Cognitive Load Using EEG Signal Analysis. Education and Information Technologies, 1-17. [E&IT2022]
  • Reza Sarailoo, Kayhan Latifzadeh, S Hamid Amiri, Alireza Bossaghzadeh, Reza Ebrahimpour (august, 2022). Assessment of Instantaneous Cognitive Load Imposed by Educational Multimedia using EEG Signals. Frontiers in neuroscience, 1275. [FiN2022]
  • Seyed Mojtaba Alavi, Amin Mirzaei, Alireza Valizadeh, Reza Ebrahimpour, (May, 2022). Excitatory deep brain stimulation quenches beta oscillations arising in a computational model of the subthalamo-pallidal loop. Scientific reports, 12(1), 1-20. [SR2022]
  • Yaser Merrikhi, Mohammad Shams-Ahmar, Hamid Karimi-Rouzbahani, Kelsey Clark, Reza Ebrahimpour, and Behrad Noudoost (September, 2021) Dissociable Contribution of Extrastriate Responses to Representational Enhancement of Gaze TargetsJournal of Cognitive Neuroscience 33, no. 10, 2167-2180. [JoCN2021]
  • Amirhossein Farzmahdi, Fatemeh Fallah, Reza Rajimehr, Reza Ebrahimpour (October, 2021) Task‐dependent neural representations of visual object categories, European Journal of Neuroscience 54 (7), 6445-6462. [EJoN2021]
  • Mohammad Hossein Karimi, Reza Ebrahimpour, Nasour Bagheri ( April, 2021) A Recurrent Temporal Model for Semantic Levels Categorization Based on Human Visual System, Computational Intelligence and Neuroscience, vol. 2021, Article ID 8895579, 1-20. [CIN2021]
  • Hamd Heidari-Gorji, Reza Ebrahimpour, Sajjad Zabbah (March, 2021) A temporal hierarchical feedforward model explains both the time and the accuracy of object recognition‏, Scientific reports 11 (1), 1-12. [SR2021]‏
  • Fatemeh Jam, Hamid Reza Azemati, Abdolhamid Ghanbaran, Jamal Esmaily, Reza Ebrahimpour (February, 2021) The role of expertise in visual exploration and aesthetic judgment of residential building façades: An eye-tracking study, Psychology of Aesthetics, Creativity, and the Arts. [PoAC&A2021]
  • Modarres, Mohammad Hadi, Vahid Reza Khazaie, Mohammad Ghorbani, Amir Mohammad Ghoreyshi, Alireza AkhavanPour, Reza Ebrahimpour, Zahra Vahabi, Chris Kalafatis, Seyed‐Mahdi Khaligh Razavi. (December, 2020) Early diagnosis of Alzheimer’s dementia with the artificial intelligence‐based Integrated Cognitive Assessment: Neuropsychology/computerized neuropsychological assessment Alzheimer’s & Dementia 16, e042863. [A&D2020]
  • Reza Eghdam, Reza Ebrahimpour, Iman Zabbah, Sajjad Zabbah (December, 2020) Inherent Importance of Early Visual Features in Attraction of Human Attention, Computational Intelligence and Neuroscience 2020‏. [CIN2020]
  • Amirhossein Farzmahdi, Reza Ebrahimpour, Winrich Freiwald (October, 2020) Mechanisms of Facial Tuning in a Brain-inspired Deep Network, Journal of Vision 20 (11), 1463-1463. [JoV2020]
  • Fatemeh Majdabadi, Reza Ebrahimpour (October 2020) The role of explicit and implicit confidence in multi-stage decisions. Adv. Cogn. Sci, 22(3), pp.37-47. [AC2020]
  • Alireza Mohammadi Anbaran, Pooya Torkzadeh, Reza Ebrahimpour, Nasour Bagheri  (September, 2020) Modification and hardware implementation of cortex-like object recognition model, IET Image Processing 14 (14), 3490-3498. [IETIP2020]
  • Shirin Vafaei, Reza Ebrahimpour, Sajjad Zabbah (Autumn, 2020) The Relationship Between Pupil Diameter Data and Confidence in Multi-Stage Decisions. The Neuroscience Journal of Shefaye Khatam 8, no. 4, 70-79. [NJoSK2020]
  • Naser Sadeghnejad, Mehdi Ezoji, and Reza Ebrahimpour. (April 2020) A Temporal Computational Model for Object Recognition inspired by Human Visual System. Iranian Journal of Biomedical Engineering 14.1 pp.69-79. [IJoBE2020]
  • J Esmaily, R Ebrahimpour, S Zabbah (October, 2019) Changing in the Reaction Time Causes the Confidence Matching in Group Decision Making, The Neuroscience Journal of Shefaye Khatam 7 (4), 61-70. [NJoSK2019]
  • Maryam Tohidi-Moghaddam, Sajjad Zabbah, Farzaneh Olianezhad,  Reza Ebrahimpour (July, 2019)Sequence-dependent sensitivity explains the accuracy of decisions when cues are separated with a gap, Attention, Perception, & Psychophysics, 81 (8), 2745-2754. [AP&P2019]
  • Karim Rajaei, Yalda Mohsenzadeh, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi (May, 2019) Beyond core object recognition: Recurrent processes account for object recognition under occlusion, Plos Computational Biology, 15(5): e1007001. [PCB2019]
  • Shirin Vafaei, Jamal Esmaily, Zahra Azizi, Reza Ebrahimpour (May, 2019) Confidence Representation of Perceptual Decision by EEG and Eye Data in a Random Dot Motion Task, Neuroscience, 406, 510-527. [N2019]
  • Hamid Karimi-Rouzbahani, Ehsan Vahab, Reza Ebrahimpour, Mohammad Bagher Menhaj (April, 2019) Spatiotemporal analysis of category and target-related information processing in the brain during object detectionBehavioural Brain Research, Vol. 362, 224-239. [BBR2019]
  • Farzaneh Olianezhad, Sajjad Zabbah, Maryam Tohidi-Moghaddam, Reza Ebrahimpour (Febuary, 2019) Residual Information of Previous Decision Affects Evidence Accumulation in Current Decision, Frontiers in Behavioral Neuroscience 13, 9. [FiBN2019]
  • SM Alavi, A Mirzaei, R Ebrahimpour (January, 2019) Effects of Regular and Irregular Deep Brain Stimulation on the Basal Ganglia Dynamics: A Computational Approach, Neuroscience Journal of Shefaye Khatam 7 (100425), 1-12. [NJoSK2019]
  • Karim Rajaei, Yalda Mohsenzadeh, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi (September, 2018) The essential role of recurrent processing during object recognition under occlusion, Journal of Vision 18 (10), 906-906.
  • Merrikhi, Y., Ebrahimpour, R., & Daliri, A. (2018) Perceptual manifestations of auditory modulation during speech planning, Experimental Brain Research, 236(7), 1963–1969. [EBR2018]
  • Seyed-Aliasghar Abbaszedeh_Arani, Ehsanollah Kabir, Reza Ebrahimpour (April, 2018) Combining RtL and LtR HMMs to recognise handwritten Farsi words of small-and medium-sized vocabularies, IET Computer Vision, 12 (6), 925-932. [IETCV2018]
  • Hamid Karimi-Rouzbahani, Nasour Bagheri, Reza Ebrahimpour (October, 2017) Invariant object recognition is a personalized selection of invariant features in humans, not simply explained by hierarchical feed-forward vision models, Scientific reports 7 (1), 14402. [SR2017]
  • Shayan Moini, Bijan Alizadeh, Mohammad Emad, Reza Ebrahimpour (October, 2017) A Resource-Limited Hardware Accelerator for Convolutional Neural Networks in Embedded Vision Applications, IEEE Transactions on Circuits and Systems II: Express Briefs,  64(10), 1217-1221. [IEEETCS2017]
  • Hamid Karimi-Rouzbahani, Nasour Bagheri, Reza Ebrahimpour (May, 2017) Hard-wired feed-forward visual mechanisms of the brain compensate for affine variations in object recognition, Neuroscience, Vol. 349, pp. 48–63. [N2017]
  • Hamid Karimi-Rouzbahani, Nasour Bagheri, Reza Ebrahimpour (March, 2017) Average activity, but not variability, is the dominant factor in the representation of object categories in the brain, Neuroscience, Vol. 346, pp. 14–28. [N2017]
  • Amirhossein Farzmahdi, Karim Rajaei, Masoud Ghodrati, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi (April, 2016) A specialized face-processing model inspired by the organization of monkey face pathes explains several face-specific phenomena observed in humans, Scientific Reports 6, 25025, doi:10.1038/srep25025. [SR2016]
  • Hamed Heidari-Gorji, Sajjad Zabbah, Mehrdad Akhavan, Nasour Bagheri, Reza Ebrahimpour (September, 2015) STDP based HMAX behavior in response to homogeneous and heterogeneous categories, Bernstein Conference 2015, Heidelberg. [BC2015]
  • Saeed Reza Kheradpisheh, Abbas Nowzari-Dalini, Reza Ebrahimpour, Mohammad Ganjtabesh (January, 2014) An Evidence-Based Combining Classifier for Brain Signal Analysis, PLoS ONE, Vol. 9, No. 1, e84341. doi:10.1371/journal.pone.008434. [PLoSOne2014]
  • Masoud Ghodrati, Amirhossein Farzmahdi, Karim Rajaei, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi (July, 2014) Feedforward object-vision models only tolerate small image variations compared to human, Frontiers in Computational Neuroscience, Vol. 8, Article. 74, pp.1-17. [FCN2014]
  • Sajjad Zabbah, Karim Rajaei, Amin Mirzaei, Reza Ebrahimpour, Seyed-Mahdi Khaligh-Razavi (August, 2014) The impact of the lateral geniculate nucleus and corticogeniculate interactions on efficient coding and higher-order visual object processing, Vision Research, Vol. 101, pp. 82-93. [VS2014]
  • Masoud Ghodrati, Karim Rajaee, Reza ebrahimpour (August, 2014) The Importance of Visual Features in Generic versus Specialized Object Recognition: A Computational Study, Frontiers in Computational Neuroscience, Vol. 8, Article. 78, pp.1-16. [FCN2014]
  • Amir Ahangi, Mehdi Karamnejad, Nima Mohammadi, Reza Ebrahimpour, Nasoor Bagheri (October, 2013) Multiple classifier system for EEG signal classification with application to brain-computer interfaces, Neural Computing and Applications, Vol. 23, No. 5, pp. 1319-1327. [NC&A2013]
  • Amin Mirzaei, Seyed-Mahdi Khaligh-Razavi, Masoud Ghodrati, Sajjad Zabbah, Reza Ebrahimpour (April 2013) Predicting the Human Reaction Time Based on Natural Image Statistics in a RapidCategorization Task, Vision Research, Vol. 81, pp. 36–44. [VR2013]
  • Mina Mirnaziri, Masoomeh Rahimi, Sepidehsadat Alavikakhaki, Reza Ebrahimpour (March, 2013) Using Combination of μ,β and γ Bands in Classification of EEG Signals. Basic and Clinical Neuroscience, Vol. 4, No. 1, pp. 76-87. [B&CN2013]
  • Karim Rajaei, Seyed-Mahdi Khaligh-Razavi, Masoud Ghodrati, Reza Ebrahimpour, Mohammad Ebrahim Shiri Ahmad Abadi (June, 2012). A Stable Biologically Motivated Learning Mechanism for Visual Feature Extraction to Handle Facial Categorization, PLoS ONE 7(6):e38478. doi:10.1371/journal.pone.0038478. [PLoSOne2012]
  • Masoud Ghodrati, Seyed-Mahdi Khaligh-Razavi, Reza Ebrahimpour, Karim Rajaei, Mohammad Pooyan (February 2012) How Can Selection of Biologically Inspired Features Improve the Performance of a Robust Object Recognition Model, PLoS ONE, 7: e32357. doi:10.1371/journal.pone.0032357. [PLoSOne2012]