Hava T. Siegelmann - Publications, H-index & Citations

Hava T. Siegelmann

University of Massachusetts

34H指数

222论文数

8.1K被引数

收录论文 27

发表时间

Turing universal neural networks do not require global clocks 图灵完备神经网络不需要全局时钟

Nature Communications

IF15.7

2026-06-05

OAAI

Hava T. Siegelmann; Roy N. Siegelmann; Stephen Chung; Chloé Becquey

Signal Propagation: The Framework for Learning and Inference in a Forward Pass

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-06-01

OAAI

Kohan, Adam; Rietman, Edward A.; Siegelmann, Hava T.

A collective AI via lifelong learning and sharing at the edge

NATURE MACHINE INTELLIGENCE

IF23.9

2024-03-22

OAAI

Soltoggio, Andrea; Ben-Iwhiwhu, Eseoghene; Braverman, Vladimir; Eaton, Eric; Epstein, Benjamin; Ge, Yunhao; Halperin, Lucy; How, Jonathan; Itti, Laurent; Jacobs, Michael A.; Kantharaju, Pavan; Le, Long; Lee, Steven; Liu, Xinran; Monteiro, Sildomar T.; Musliner, David; Nath, Saptarshi; Panda, Priyadarshini; Peridis, Christos; Pirsiavash, Hamed; Parekh, Vishwa; Roy, Kaushik; Shperberg, Shahaf; Siegelmann, Hava T.; Stone, Peter; Vedder, Kyle; Wu, Jingfeng; Yang, Lin; Zheng, Guangyao; Kolouri, Soheil

Neuromorphic high-frequency 3D dancing pose estimation in dynamic environment 动态环境下的神经形态高频3D舞蹈姿态估计

NEUROCOMPUTING

IF6.5

2023-08-01

OAAI

Zhang, Zhongyang; Chai, Kaidong; Yu, Haowen; Majaj, Ramzi; Walsh, Francesca; Wang, Edward; Mahbub, Upal; Siegelmann, Hava; Kim, Donghyun; Rahman, Tauhidur

Biological underpinnings for lifelong learning machines

NATURE MACHINE INTELLIGENCE

IF23.9

2022-03-23

PREAI

Kudithipudi, Dhireesha; Aguilar-Simon, Mario; Babb, Jonathan; Bazhenov, Maxim; Blackiston, Douglas; Bongard, Josh; Brna, Andrew P.; Raja, Suraj Chakravarthi; Cheney, Nick; Clune, Jeff; Daram, Anurag; Fusi, Stefano; Helfer, Peter; Kay, Leslie; Ketz, Nicholas; Kira, Zsolt; Kolouri, Soheil; Krichmar, Jeffrey L.; Kriegman, Sam; Levin, Michael; Madireddy, Sandeep; Manicka, Santosh; Marjaninejad, Ali; McNaughton, Bruce; Miikkulainen, Risto; Navratilova, Zaneta; Pandit, Tej; Parker, Alice; Pilly, Praveen K.; Risi, Sebastian; Sejnowski, Terrence J.; Soltoggio, Andrea; Soures, Nicholas; Tolias, Andreas S.; Urbina-Melendez, Dario; Valero-Cuevas, Francisco J.; van de Ven, Gido M.; Vogelstein, Joshua T.; Wang, Felix; Weiss, Ron; Yanguas-Gil, Angel; Zou, Xinyun; Siegelmann, Hava

Unique scales preserve self-similar integrate-and-fire functionality of neuronal clusters

SCIENTIFIC REPORTS

IF3.9

2021-03-05

OAAI

Amgalan, Anar; Taylor, Patrick; Mujica-Parodi, Lilianne R.; Siegelmann, Hava T.

A modeling framework for adaptive lifelong learning with transfer and savings through gating in the prefrontal cortex

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-11-05

OAAI

Tsuda, Ben; Tye, Kay M.; Siegelmann, Hava T.; Sejnowski, Terrence J.