Siegelmann, Hava T

22 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

TMLR 2025 Distributed Multi-Agent Lifelong Learning Prithviraj Tarale, Edward Rietman, Hava T Siegelmann

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

ICLR 2025 Optimizing Neural Network Representations of Boolean Networks Joshua Russell, Ignacio Gavier, Devdhar Patel, Edward Rietman, Hava T Siegelmann

ICLR 2025 Overcoming Slow Decision Frequencies in Continuous Control: Model-Based Sequence Reinforcement Learning for Model-Free Control Devdhar Patel, 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

NeurIPS 2021 Turing Completeness of Bounded-Precision Recurrent Neural Networks Stephen Chung, Hava T. Siegelmann

IJCAI 2007 Multi-Agent System That Attains Longevity via Death Megan M. Olsen, Hava T. Siegelmann

NeurIPS 2001 Active Information Retrieval Tommi Jaakkola, Hava T. Siegelmann

JMLR 2001 Support Vector Clustering (Kernel Machines Section) Asa Ben-Hur, David Horn, Hava T. Siegelmann, Vladimir Vapnik

NeurIPS 2000 A Support Vector Method for Clustering Asa Ben-Hur, David Horn, Hava T. Siegelmann, Vladimir Vapnik

NeCo 2000 Clustering Irregular Shapes Using High-Order Neurons Hod Lipson, Hava T. Siegelmann

NeCo 1999 Discontinuities in Recurrent Neural Networks Ricard Gavaldà, Hava T. Siegelmann

NeurIPS 1999 Noisy Neural Networks and Generalizations Hava T. Siegelmann, Alexander Roitershtein, Asa Ben-Hur

NeurIPS 1997 A Generic Approach for Identification of Event Related Brain Potentials via a Competitive Neural Network Structure Daniel H. Lange, Hava T. Siegelmann, Hillel Pratt, Gideon F. Inbar

AAAI 1994 Neural Programming Language Hava T. Siegelmann

COLT 1994 On a Learnability Question Associated to Neural Networks with Continuous Activations (Extended Abstract) Bhaskar DasGupta, Hava T. Siegelmann, Eduardo D. Sontag

COLT 1993 On the Power of Sigmoid Neural Networks Joe Kilian, Hava T. Siegelmann

COLT 1992 On the Computational Power of Neural Nets Hava T. Siegelmann, Eduardo D. Sontag