| Flexible transmitter network SQ Zhang, ZH Zhou Neural Computation 33 (11), 2951-2970, 2021 | 19 | 2021 |
| Towards Understanding Theoretical Advantages of Complex-Reaction Networks SQ Zhang, W Gao, ZH Zhou Neural Networks 151, 80-93, 2021 | 12 | 2021 |
| Bifurcation spiking neural network SQ Zhang, ZH Zhou Journal of Machine Learning Research 22 (253), 1-21, 2021 | 11 | 2021 |
| Harmonic recurrent process for time series forecasting SQ Zhang, ZH Zhou ECAI 2020, 1714-1721, 2020 | 11 | 2020 |
| Theoretically provable spiking neural networks SQ Zhang, ZH Zhou Advances in Neural Information Processing Systems 35, 19345-19356, 2022 | 10 | 2022 |
| Neural network gaussian processes by increasing depth SQ Zhang, F Wang, FL Fan IEEE Transactions on Neural Networks and Learning Systems 35 (2), 2881-2886, 2022 | 10 | 2022 |
| Theoretical Exploration of Flexible Transmitter Model JH Wu, SQ Zhang, Y Jiang, ZH Zhou IEEE Transactions on Neural Networks and Learning Systems 35 (3), 3674-3688, 2021 | 7* | 2021 |
| LIFE: Learning individual features for multivariate time series prediction with missing values ZY Zhang, SQ Zhang, Y Jiang, ZH Zhou ICDM 2021, 1511-1516, 2021 | 7 | 2021 |
| On the consistency rate of decision tree learning algorithms QC Zheng, SH Lyu, SQ Zhang, Y Jiang, ZH Zhou International Conference on Artificial Intelligence and Statistics, 7824-7848, 2023 | 3 | 2023 |
| Arise: Aperiodic semi-parametric process for efficient markets without periodogram and gaussianity assumptions SQ Zhang, ZH Zhou arXiv preprint arXiv:2111.06222, 2021 | 3 | 2021 |
| Complex-valued neurons can learn more but slower than real-valued neurons via gradient descent JH Wu, SQ Zhang, Y Jiang, ZH Zhou Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
| On the Generalization of Spiking Neural Networks via Minimum Description Length and Structural Stability SQ Zhang, JH Wu, G Zhang, H Xiong, B Gu, ZH Zhou arXiv preprint arXiv:2207.04876, 2022 | 2 | 2022 |
| On the Generalization of Spiking Neural Networks via Minimum Description Length and Structural Stability ZHZ Shao-Qun Zhang, Jin-Hui Wu, Gao Zhang, Huan Xiong, Bin Gu arXiv preprint arXiv:2207.04876, 2022 | 2* | 2022 |
| MEPSI: An MDL-Based Ensemble Pruning Approach with Structural Information XD Bi, SQ Zhang, Y Jiang Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 11078 …, 2024 | 1 | 2024 |
| On the Intrinsic Structures of Spiking Neural Networks SQ Zhang, JY Chen, JH Wu, G Zhang, H Xiong, B Gu, ZH Zhou Journal of Machine Learning Research 25 (194), 1-74, 2024 | | 2024 |
| Horizon-wise Learning Paradigm Promotes Gene Splicing Identification QJ Li, Q Sun, SQ Zhang arXiv preprint arXiv:2406.11900, 2024 | | 2024 |
| A Unified Kernel for Neural Network Learning SQ Zhang, ZY Chen, YM Tian, X Lu arXiv preprint arXiv:2403.17467, 2024 | | 2024 |
| Lax Extensions of Conical I-Semifilter Monads G Zhang, SQ Zhang Axioms 12 (11), 1034, 2023 | | 2023 |
| On Discrete Presheaf Monads G Zhang, S Zhang Axioms 12 (6), 610, 2023 | | 2023 |
| On the Approximation and Complexity of Deep Neural Networks to Invariant Functions G Zhang, JH Wu, SQ Zhang arXiv preprint arXiv:2210.15279, 2022 | | 2022 |
Zhi-Hua ZhouNanjing UniversityVerified email at nju.edu.cn
