“…These approaches have led to new insights into brain function and the development of novel diagnostic and therapeutic tools (Chamra and Harmanani, 2020 ; Fakhoury et al, 2022 ) for neurological disorders. For example, deep-learning models have been used to accurately predict epileptic seizures, diagnose Alzheimer's disease, and analyze neural network dynamics (Prakash and Lina, 2021 ; Senay et al, 2021 ; Tohme and Martin, 2021 ; Tohme et al, 2021 ). In this Research Topic, we accepted six papers that showcase the latest advancements in machine and deep-learning for computational neuroscience.…”