Using TD learning to simulate working memory performance in a model of the prefrontal cortex and basal ganglia. - Ahmed A. Moustafa; Anthony S. Maida (Cogn. Syst. Res., 2007)

A Neurocomputational Model of Dopamine and Prefrontal-Striatal Interactions during Multicue Category Learning by Parkinson Patients. - Ahmed A. Moustafa; Mark A. Gluck (J. Cogn. Neurosci., 2011)

Computational cognitive models of prefrontal-striatal-hippocampal interactions in Parkinson's disease and schizophrenia. - Ahmed A. Moustafa; Mark A. Gluck (Neural Networks, 2011)

Time representation in reinforcement learning models of the basal ganglia. - Samuel Gershman; Ahmed A. Moustafa; Elliot A. Ludvig (Frontiers Comput. Neurosci., 2013)

Exploring the cognitive and motor functions of the basal ganglia: an integrative review of computational cognitive neuroscience models. - Sébastien Hélie; V. Srinivasa Chakravarthy; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2013)

A computational model of altered gait patterns in Parkinson's Disease patients negotiating narrow doorways. - Vignesh Muralidharan; Pragathi Priyadharsini Balasubramani; V. Srinivasa Chakravarthy; Simon J. G. Lewis; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2013)

Fronto-striatal gray matter contributions to discrimination learning in Parkinson's disease. - Claire O'Callaghan; Ahmed A. Moustafa; Sanne de Wit; James M. Shine; Trevor W. Robbins; Simon J. G. Lewis; Michael Hornberger (Frontiers Comput. Neurosci., 2013)

An extended reinforcement learning model of basal ganglia to understand the contributions of serotonin and dopamine in risk-based decision making, reward prediction, and punishment learning. - Pragathi Priyadharsini Balasubramani; V. Srinivasa Chakravarthy; Balaraman Ravindran; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2014)

Freezing of gait and response conflict in Parkinson's disease: computational directions. - Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2014)

A network model of basal ganglia for understanding the roles of dopamine and serotonin in reward-punishment-risk based decision making. - Pragathi Priyadharsini Balasubramani; V. Srinivasa Chakravarthy; Balaraman Ravindran; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2015)

On the relationship among different motor processes: a computational modeling approach. - Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2015)

Impaired homeostatic regulation of feedback inhibition associated with system deficiency to detect fluctuation in stimulus intensity: a simulation study. - Faramarz Faghihi; Ahmed A. Moustafa (Neurocomputing, 2015)

On the Complexity of Brain Disorders: A Symptom-Based Approach. - Ahmed A. Moustafa; Joseph Phillips; Szabolcs Kéri; Blazej Misiak; Dorota Frydecka (Frontiers Comput. Neurosci., 2016)

Pharmacoinformatics exploration of polyphenol oxidases leading to novel inhibitors by virtual screening and molecular dynamic simulation study. - Mubashir Hassan; Qamar Abbas; Zaman Ashraf; Ahmed A. Moustafa; Sung-Yum Seo (Comput. Biol. Chem., 2017)

Combined Computational Systems Biology and Computational Neuroscience Approaches Help Develop of Future "Cognitive Developmental Robotics". - Faramarz Faghihi; Ahmed A. Moustafa (Frontiers Neurorobotics, 2017)

Sparse and burst spiking in artificial neural networks inspired by synaptic retrograde signaling. - Faramarz Faghihi; Ahmed A. Moustafa (Inf. Sci., 2017)

A computational model of conditioning inspired by Drosophila olfactory system. - Faramarz Faghihi; Ahmed A. Moustafa; Ralf Heinrich; Florentin Wörgötter (Neural Networks, 2017)

Persistent irregular activity is a result of rebound and coincident detection mechanisms: A computational study. - Mustafa Zeki; Ahmed A. Moustafa (Neural Networks, 2017)

Molecular Docking and Dynamic Simulation of AZD3293 and Solanezumab Effects Against BACE1 to Treat Alzheimer's Disease. - Mubashir Hassan; Saba Shahzadi; Sung-Yum Seo; Hany Al Ashwal; Nazar Zaki; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2018)

Applying Big Data Methods to Understanding Human Behavior and Health. - Ahmed A. Moustafa; Thierno M. O. Diallo; Nicola Amoroso; Nazar Zaki; Mubashir Hassan; Hany Al Ashwal (Frontiers Comput. Neurosci., 2018)

Modelling Autobiographical Memory Loss across Life Span. - Di Wang 004; Ah-Hwee Tan; Chunyan Miao; Ahmed A. Moustafa (AAAI, 2019)

The Application of Unsupervised Clustering Methods to Alzheimer's Disease. - Hany Al Ashwal; Mohamed El Halaby; Jacob J. Crouse; Areeg Abdalla; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2019)

Feature Selection for the Classification of Alzheimer's Disease Data. - Hany Al Ashwal; Areeg Abdalla; Mohamed El Halaby; Ahmed A. Moustafa (ICSIM, 2020)

Latent Class and Transition Analysis of Alzheimer's Disease Data. - Hany Al Ashwal; Thierno M. O. Diallo; Richard Tindle; Ahmed A. Moustafa (Frontiers Comput. Sci., 2020)

Cortico-Hippocampal Computational Modeling Using Quantum-Inspired Neural Networks. - Mustafa Khalid; Jun Wu 003; Taghreed M. Ali; Thaair Ameen; Ali Salem Altaher; Ahmed A. Moustafa; Qiuguo Zhu; Rong Xiong (Frontiers Comput. Neurosci., 2020)

Neural Substrates of the Drift-Diffusion Model in Brain Disorders. - Ankur Gupta; Rohini Bansal; Hany Alashwal; Anil Safak Kacar; Fuat Balci; Ahmed A. Moustafa (Frontiers Comput. Neurosci., 2021)

A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction Method. - Faramarz Faghihi; Siqi Cai 002; Ahmed A. Moustafa; Hany Alashwal (ICISDM, 2022)

A Synaptic Pruning-Based Spiking Neural Network for Hand-Written Digits Classification. - Faramarz Faghihi; Hany Alashwal; Ahmed A. Moustafa (Frontiers Artif. Intell., 2022)

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. - Faramarz Faghihi; Siqi Cai 002; Ahmed A. Moustafa (Neural Networks, 2022)

A Neurocomputational Analysis Review of Dorsolateral Prefrontal Cortex rTMS Treatments of Neurological Disorder. - Hany Alashwal; Julian Maciaszek; Dorota Frydecka; Blazej Misiak; Ahmed A. Moustafa (ICCBB, 2023)

A Reinforcement Learning Model of Temporal Difference Variations for Action-Selection and Action-Execution in the Human Brain. - Ashar Y. Natsheh; Joman Y. Natsheh; Aya H. Mousa; Mahmoud H. Al-Saheb; Ahmed A. Moustafa; Mohammad M. Herzallah (ICIT, 2023)

Impairment of LTP, LTD and Metaplasticity During the Early Stages of Alzheimer'S Disease: a Computational Study. - Azam Shirrafiardekani; Hany Alashwal; Ahmed A. Moustafa (ICMLC, 2023)

Enhancing Diagnostic Accuracy by Bypassing Traditional Imputation and Leveraging Missing Data in Alzheimer's Disease Detection Models. - Hamzah Dabool; Hany Alashwal; Ahmed A. Moustafa (ICISDM, 2024)