Support vector clustering A Ben-Hur, D Horn, HT Siegelmann, V Vapnik Journal of machine learning research 2 (Dec), 125-137, 2001 | 2123 | 2001 |
On the computational power of neural nets HT Siegelmann, ED Sontag Proceedings of the fifth annual workshop on Computational learning theory …, 1992 | 1418 | 1992 |
Neural networks and analog computation: beyond the Turing limit HT Siegelmann Springer Science & Business Media, 2012 | 746 | 2012 |
Computational capabilities of recurrent NARX neural networks HT Siegelmann, BG Horne, CL Giles IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 27 …, 1997 | 602 | 1997 |
Turing computability with neural nets HT Siegelmann, ED Sontag Applied Mathematics Letters 4 (6), 77-80, 1991 | 585 | 1991 |
Analog computation via neural networks HT Siegelmann, ED Sontag Theoretical Computer Science 131 (2), 331-360, 1994 | 573 | 1994 |
Computation beyond the Turing limit HT Siegelmann Science 268 (5210), 545-548, 1995 | 454 | 1995 |
Brain-inspired replay for continual learning with artificial neural networks GM Van de Ven, HT Siegelmann, AS Tolias Nature communications 11 (1), 4069, 2020 | 449 | 2020 |
Posttranscriptional regulation of BK channel splice variant stability by miR-9 underlies neuroadaptation to alcohol AZ Pietrzykowski, RM Friesen, GE Martin, SI Puig, CL Nowak, PM Wynne, ... Neuron 59 (2), 274-287, 2008 | 392 | 2008 |
Bindsnet: A machine learning-oriented spiking neural networks library in python H Hazan, DJ Saunders, H Khan, D Patel, DT Sanghavi, HT Siegelmann, ... Frontiers in neuroinformatics 12, 89, 2018 | 297 | 2018 |
A support vector clustering method A Ben-Hur, D Horn, HT Siegelmann, V Vapnik Proceedings 15th International Conference on Pattern Recognition. ICPR-2000 …, 2000 | 179 | 2000 |
Biological underpinnings for lifelong learning machines D Kudithipudi, M Aguilar-Simon, J Babb, M Bazhenov, D Blackiston, ... Nature Machine Intelligence 4 (3), 196-210, 2022 | 163 | 2022 |
The dynamic universality of sigmoidal neural networks J Kilian, HT Siegelmann Information and computation 128 (1), 48-56, 1996 | 156 | 1996 |
The global landscape of cognition: hierarchical aggregation as an organizational principle of human cortical networks and functions P Taylor, JN Hobbs, J Burroni, HT Siegelmann Scientific reports 5 (1), 18112, 2015 | 131 | 2015 |
Symbolic dynamics and computation in model gene networks R Edwards, HT Siegelmann, K Aziza, L Glass Chaos: An Interdisciplinary Journal of Nonlinear Science 11 (1), 160-169, 2001 | 128 | 2001 |
Replay in deep learning: Current approaches and missing biological elements TL Hayes, GP Krishnan, M Bazhenov, HT Siegelmann, TJ Sejnowski, ... Neural computation 33 (11), 2908-2950, 2021 | 123 | 2021 |
Analog computation with dynamical systems HT Siegelmann, S Fishman Physica D: Nonlinear Phenomena 120 (1-2), 214-235, 1998 | 112 | 1998 |
Neural and super-Turing computing HT Siegelmann Minds and Machines 13, 103-114, 2003 | 110 | 2003 |
A support vector method for clustering A Ben-Hur, D Horn, HT Siegelmann, V Vapnik Advances in Neural Information Processing Systems, 367-373, 2001 | 109 | 2001 |
Computational power of neural networks: A characterization in terms of Kolmogorov complexity JL Balcázar, R Gavalda, HT Siegelmann IEEE Transactions on Information Theory 43 (4), 1175-1183, 1997 | 92 | 1997 |