Browsing HVL Open by Author "Abolpour Mofrad, Samaneh"
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Cognitive and MRI trajectories for prediction of Alzheimer’s disease
Abolpour Mofrad, Samaneh; Lundervold, Astri Johansen; Vik, Alexandra; Lundervold, Alexander Selvikvåg (Peer reviewed; Journal article, 2021)The concept of Mild Cognitive Impairment (MCI) is used to describe the early stages of Alzheimer’s disease (AD), and identification and treatment before further decline is an important clinical task. We selected longitudinal ... -
Enhanced Equivalence Projective Simulation: A Framework for Modeling Formation of Stimulus Equivalence Classes
Abolpour Mofrad, Asieh; Yazidi, Anis; Abolpour Mofrad, Samaneh; Hammer, Hugo Lewi; Arntzen, Erik (Peer reviewed; Journal article, 2021)Formation of stimulus equivalence classes has been recently modeled through equivalence projective simulation (EPS), a modified version of a projective simulation (PS) learning agent. PS is endowed with an episodic memory ... -
Learning and cognition in brain and machine: Prediction of dementia from longitudinal data and modelling memory networks
Abolpour Mofrad, Samaneh (Doctoral thesis, 2021)Starting in the mid-20th century and throughout their developments, modern neuroscience and artificial intelligence (AI) have provided each other with inspiration, insights, and tools. The degree to which they are intertwined ... -
On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments
Abolpour Mofrad, Asieh; Abolpour Mofrad, Samaneh; Yazidi, Anis; Parker, Matthew Geoffrey (Peer reviewed; Journal article, 2021)Associative memories enjoy many interesting properties in terms of error correction capabilities, robustness to noise, storage capacity, and retrieval performance, and their usage spans over a large set of applications. ...