Scale-dependent Relationships in Natural Language. - Aakash Sarkar; Marc W. Howard (CoRR, 2019)

SITHCon: A neural network robust to variations in input scaling on the time dimension. - Brandon G. Jacques; Zoran Tiganj; Aakash Sarkar; Marc W. Howard; Per B. Sederberg (CoRR, 2021)

A deep convolutional neural network that is invariant to time rescaling. - Brandon G. Jacques; Zoran Tiganj; Aakash Sarkar; Marc W. Howard; Per B. Sederberg (ICML, 2022)

"What" x "When" working memory representations using Laplace Neural Manifolds. - Aakash Sarkar; Chenyu Wang; Shangfu Zuo; Marc W. Howard (CoRR, 2024)

Systolic Array-based Accelerator for State-Space Models. - Shiva Raja; Cansu Demirkiran; Aakash Sarkar; Milos A. Popovic; Ajay Joshi (CoRR, 2025)