Karuvally, Arjun

7 publications

NeurIPS 2025 Bridging Expressivity and Scalability with Adaptive Unitary SSMs Arjun Karuvally, Franz Nowak, T. Anderson Keller, Carmen Amo Alonso, Terrence Sejnowski, Hava T Siegelmann

NeurIPS 2025 Exponential Dynamic Energy Network for High Capacity Sequence Memory Arjun Karuvally, Pichsinee Lertsaroj, Terrence Sejnowski, Hava T Siegelmann

ICML 2024 Hidden Traveling Waves Bind Working Memory Variables in Recurrent Neural Networks Arjun Karuvally, Terrence Sejnowski, Hava T Siegelmann

ICMLW 2023 Episodic Memory Theory of Recurrent Neural Networks: Insights into Long-Term Information Storage and Manipulation Arjun Karuvally, Peter DelMastro, Hava T Siegelmann

ICML 2023 General Sequential Episodic Memory Model Arjun Karuvally, Terrence Sejnowski, Hava T Siegelmann

NeurIPSW 2023 Variable Memory: Beyond the Fixed Memory Assumption in Memory Modeling Arjun Karuvally, Hava T Siegelmann

ICLRW 2019 Learning Proposals for Sequential Importance Samplers Using Reinforced Variational Inference Zafarali Ahmed, Arjun Karuvally, Doina Precup, Simon Gravel