Hava Siegelmann
University of Massachusetts Amherst
H-index: 39
North America-United States
Top articles of Hava Siegelmann
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Systems Biology Analysis of Chronic Lymphocytic Leukemia | bioRxiv | Giulia Pozzati Jinrui Zhou Hananel Hazan Giannoula Lakka Klement Hava T Siegelmann | 2024 |
Forward signal propagation learning | 2024/4/25 | ||
Energy-based Sequential Memory Networks at the Adiabatic Limit | Bulletin of the American Physical Society | Arjun Karuvally Terrence Sejnowski Hava Siegelmann | 2024/3/6 |
A collective AI via lifelong learning and sharing at the edge | Nature Machine Intelligence | Andrea Soltoggio Eseoghene Ben-Iwhiwhu Vladimir Braverman Eric Eaton Benjamin Epstein | 2024/3 |
Hidden Traveling Waves bind Working Memory Variables in Recurrent Neural Networks | arXiv preprint arXiv:2402.10163 | Arjun Karuvally Terrence J Sejnowski Hava T Siegelmann | 2024/2/15 |
Signal propagation: The framework for learning and inference in a forward pass | IEEE Transactions on Neural Networks and Learning Systems | Adam Kohan Edward A Rietman Hava T Siegelmann | 2023/1/27 |
Neuromorphic high-frequency 3d dancing pose estimation in dynamic environment | Neurocomputing | Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi Majaj Francesca Walsh | 2023/8/28 |
Variable Memory: Beyond the Fixed Memory Assumption in Memory Modeling | Arjun Karuvally Hava T Siegelmann | 2023/11/26 | |
General sequential episodic memory model | Arjun Karuvally Terrence Sejnowski Hava T Siegelmann | 2023/7/3 | |
On the Dynamics of Learning Time-Aware Behavior with RNNs | Peter DelMastro Rushiv Arora Edward Rietman Hava T Siegelmann | 2023/10/13 | |
miR-9 utilizes precursor pathways in adaptation to alcohol in mouse striatal neurons | Advances in drug and alcohol research | Edward Andrew Mead Yongping Wang Sunali Patel Austin P Thekkumthala Rebecca Kepich | 2023/6/6 |
Episodic Memory Theory for the Mechanistic Interpretation of Recurrent Neural Networks | arXiv preprint arXiv:2310.02430 | Arjun Karuvally Peter Delmastro Hava T Siegelmann | 2023/10/3 |
Temporally Layered Architecture for Efficient Continuous Control | arXiv preprint arXiv:2305.18701 | Devdhar Patel Terrence Sejnowski Hava Siegelmann | 2023/5/30 |
Gibbs Energy and Gene Expression Combined as a New Technique for Selecting Drug Targets for Inhibiting Specific Protein–Protein Interactions | International Journal of Molecular Sciences | Edward A Rietman Hava T Siegelmann Giannoula Lakka Klement Jack A Tuszynski | 2023/9/27 |
Neural Network Compiler for Parallel High-Throughput Simulation of Digital Circuits | Ignacio Gavier Joshua Russell Devdhar Patel Edward Rietman Hava Siegelmann | 2023/5/15 | |
Episodic Memory Theory of Recurrent Neural Networks: Insights into Long-Term Information Storage and Manipulation | Arjun Karuvally Peter DelMastro Hava T Siegelmann | 2023/9/27 | |
Machine Learning with Quantum Matter: An Example Using Lead Zirconate Titanate | Quantum Reports | Edward Rietman Leslie Schuum Ayush Salik Manor Askenazi Hava Siegelmann | 2022/10/3 |
Automatic transpiler that efficiently converts digital circuits to a neural network representation | Devdhar Patel Ignacio Gavier Joshua Russell Andrew Malinsky Edward Rietman | 2022/7/18 | |
Temporally Layered Architecture for Adaptive, Distributed and Continuous Control | arXiv preprint arXiv:2301.00723 | Devdhar Patel Joshua Russell Francesca Walsh Tauhidur Rahman Terrence Sejnowski | 2022/12/25 |
Biological underpinnings for lifelong learning machines | Dhireesha Kudithipudi Mario Aguilar-Simon Jonathan Babb Maxim Bazhenov Douglas Blackiston | 2022/3 |
Co-Authors
