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Tielin Zhang
Tielin Zhang
Chinese Academy of Sciences
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Citirano
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A plasticity-centric approach to train the non-differential spiking neural networks
T Zhang, Y Zeng, D Zhao, M Shi
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
782018
GLSNN: A multi-layer spiking neural network based on global feedback alignment and local STDP plasticity
D Zhao, Y Zeng, T Zhang, M Shi, F Zhao
Frontiers in Computational Neuroscience 14, 576841, 2020
662020
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks
T Zhang, X Cheng, S Jia, M Poo, Y Zeng, B Xu
Science advances 7 (43), eabh0146, 2021
632021
Tuning convolutional spiking neural network with biologically plausible reward propagation
T Zhang, S Jia, X Cheng, B Xu
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7621-7631, 2021
532021
Brain-inspired Balanced Tuning for Spiking Neural Networks.
T Zhang, Y Zeng, D Zhao, B Xu
IJCAI 7, 1653-1659, 2018
442018
Multiscale Dynamic Coding improved Spiking Actor Network for Reinforcement Learning
D Zhang, T Zhang, S Jia, B Xu
AAAI 2022, 2022
432022
Complex dynamic neurons improved spiking transformer network for efficient automatic speech recognition
Q Wang, T Zhang, M Han, Y Wang, D Zhang, B Xu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 102-109, 2023
412023
Improving multi-layer spiking neural networks by incorporating brain-inspired rules
Y Zeng, T Zhang, B Xu
Science China Information Sciences 60 (5), 052201, 2017
39*2017
A brain-inspired model of theory of mind
Y Zeng, Y Zhao, T Zhang, D Zhao, F Zhao, E Lu
Frontiers in Neurorobotics 14, 60, 2020
372020
Spiking adaptive dynamic programming based on poisson process for discrete-time nonlinear systems
Q Wei, L Han, T Zhang
IEEE Transactions on Neural Networks and Learning Systems 33 (5), 1846-1856, 2021
352021
Neuron type classification in rat brain based on integrative convolutional and tree-based recurrent neural networks
T Zhang, Y Zeng, Y Zhang, X Zhang, M Shi, L Tang, D Zhang, B Xu
Scientific reports 11 (1), 7291, 2021
302021
Hmsnn: hippocampus inspired memory spiking neural network
T Zhang, Y Zeng, D Zhao, L Wang, Y Zhao, B Xu
2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2016
272016
A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost
T Zhang, X Cheng, S Jia, CT Li, M Poo, B Xu
Science Advances 9 (34), eadi2947, 2023
262023
HCNN: A neural network model for combining local and global features towards human-like classification
T Zhang, Y Zeng, B Xu
International Journal of Pattern Recognition and Artificial Intelligence 30 …, 2016
252016
Research advances and perspectives on spiking neural networks
TL Zhang, B Xu
Chinese Journal of Computers 44 (9), 1767-1785, 2021
242021
Spiking neural network for ultralow-latency and high-accurate object detection
J Qu, Z Gao, T Zhang, Y Lu, H Tang, H Qiao
IEEE Transactions on Neural Networks and Learning Systems, 2024
232024
Cognitive template-clustering improved linemod for efficient multi-object pose estimation
T Zhang, Y Yang, Y Zeng, Y Zhao
Cognitive Computation 12 (4), 834-843, 2020
232020
A curiosity-based learning method for spiking neural networks
M Shi, T Zhang, Y Zeng
Frontiers in Computational Neuroscience 14, 7, 2020
232020
Quantum superposition inspired spiking neural network
Y Sun, Y Zeng, T Zhang
Iscience 24 (8), 2021
202021
Brain-inspired active learning architecture for procedural knowledge understanding based on human-robot interaction
T Zhang, Y Zeng, R Pan, M Shi, E Lu
Cognitive Computation 13 (2), 381-393, 2021
202021
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