Siegelmann, Hava T.

Brain-inspired replay for continual learning with artificial neural networks

van de Ven, G. M., Siegelmann, H. T., & Tolias, A. S. (2020) · Nature Communications

Domain Adaptation and Few-Shot LearningNeural Networks and Applications

Cited by 474

On the computational power of neural nets

Siegelmann, H. T., & Sontag, E. D. (1992) · Proceedings of the fifth annual workshop on Computational learning theory

Computability, Logic, AI AlgorithmsNeural Networks and Applications

Cited by 238

Biological underpinnings for lifelong learning machines

Kudithipudi, D., Aguilar-Simon, M., Babb, J., Bazhenov, M., Blackiston, D., Bongard, J., Brna, A. P., Chakravarthi Raja, S., Cheney, N., Clune, J., et al. (2022) · Nature Machine Intelligence

Domain Adaptation and Few-Shot LearningNeural Networks and Applications

Cited by 236

Replay in Deep Learning: Current Approaches and Missing Biological Elements

Hayes, T. L., Krishnan, G. P., Bazhenov, M., Siegelmann, H. T., Sejnowski, T. J., & Kanan, C. (2021) · Neural Computation

Domain Adaptation and Few-Shot LearningMemory and Neural Mechanisms

Cited by 106

A collective AI via lifelong learning and sharing at the edge

Soltoggio, A., Ben-Iwhiwhu, E., Braverman, V., Eaton, E., Epstein, B., Ge, Y., Halperin, L., How, J., Itti, L., Jacobs, M. A., et al. (2024) · Nature Machine Intelligence

Domain Adaptation and Few-Shot LearningIoT and Edge/Fog Computing

Cited by 51

Resting state neural networks and energy metabolism

Noack, R., Manjesh, C., Ruszinko, M., Siegelmann, H., & Kozma, R. (2017) · 2017 International Joint Conference on Neural Networks (IJCNN)

Functional Brain Connectivity StudiesNeural dynamics and brain function

Cited by 12

A Systems Biology Analysis of Chronic Lymphocytic Leukemia

Pozzati, G., Zhou, J., Hazan, H., Klement, G. L., Siegelmann, H. T., Tuszynski, J. A., & Rietman, E. A. (2024) · Onco

Chronic Lymphocytic Leukemia ResearchBioinformatics and Genomic Networks

Cited by 3

A Systems Biology Analysis of Chronic Lymphocytic Leukemia

Pozzati, G., Zhou, J., Hazan, H., Klement, G. L., Siegelmann, H. T., Rietman, E. A., & Tuszynski, J. A. (2024) · Onco

Chronic Lymphocytic Leukemia ResearchBioinformatics and Genomic Networks

Cited by 3