Ramshekhar N. Menon

A deep network-based model of hippocampal memory functions under normal and Alzheimer's disease conditions

The paper presents a deep network model of hippocampal memory functions, simulating normal and Alzheimer's disease conditions by altering network damage levels and observing recall behavior.

Resting state functional connectivity in relapsing remitting multiple sclerosis with mild disability - a data driven, whole brain multivoxel pattern analysis study

This study uses whole-brain multivoxel pattern analysis to identify RSFC abnormalities in RRMS patients with mild disability compared to healthy controls.

Memory Consolidation with Orthogonal Gradients for avoiding Catastrophic Forgetting

The paper proposes a regularization-based model to prevent catastrophic forgetting in deep networks by constraining parameter updates to directions orthogonal to previous task gradients, showing improved performance on standard datasets.

A novel role for SHARPIN in amyloid-beta phagocytosis and inflammation by peripheral blood-derived macrophages in Alzheimers disease

This study identifies SHARPIN's role in regulating amyloid-beta phagocytosis and inflammation in AD macrophages, showing increased SHARPIN expression correlates with A{beta} levels and age.