Copyright: The copyright of the papers below is owned by the respective publishers. Personal use of the electronic versions here provided is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the publishers.
Published in ACM Transactions on Design Automation of Electronic Systems, 2023
Recommended citation: ZiluWang, Xinming Shi, and Xin Yao, "A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays," ACM Transactions on Design Automation of Electronic Systems, vol. 28, no. 5, pp. 32, Sep. 2023, doi: 10.1145/3598421.
Published in Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2023
Recommended citation: Xinming Shi, ZiluWang, Leandro L. Minku, and Xin Yao, "Explaining Memristive Reservoir Computing Through Evolving Feature Attribution," Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO), Portugal, Lisbon, 2023, doi: 10.1145/3583133.3590619.
Published in IEEE Transactions on Neural Networks and Learning Systems, 2023
Recommended citation: Xinming Shi, Leandro L. Minku, and Xin Yao, "Evolving Memristive Reservoir," IEEE Transactions on Neural Networks and Learning Systems, Early Access, pp. 1-15, 24 May. 2023, doi: 10.1109/TNNLS.2023.3270224
Published in Genetic Programming and Evolvable Machines, 2022
Recommended citation: Xinming Shi, Leandro L. Minku, and Xin Yao, "A Novel Tree-based Representation for Evolving Analog Circuits and Its Application to Memristor-based Pulse Generation Circuit," Genetic Programming and Evolvable Machines, 23, 453–493 (2022). https://doi.org/10.1007/s10710-022-09436-w
Published in Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022
Recommended citation: Xinming Shi, Jiashi Gao, Leandro L. Minku, and Xin Yao, “Evolving Parsimonious Circuits Through Shapley Value-based Genetic Programming,” in Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2022, pp. 602–605
Published in IEEE Transactions on Computers, 2022
Recommended citation: Xingming Shi, Leandro L. Minku and Xin Yao, "Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation," in IEEE Transactions on Computers, vol. 71, no. 11, pp. 2766-2777, 1 Nov. 2022, doi: 10.1109/TC.2022.3173151.
Published in arXiv preprint, 2022
Recommended citation: Jiashi Gao, Xinming Shi and James Jian Qiao Yu, "Social-dualcvae: Multimodal Trajectory Forecasting Based on Social Interactions Pattern Aware and Dual Conditional Variational Auto-encoder," arXiv preprint, arXiv:2202.03954.
Published in IEEE Symposium Series on Computational Intelligence (SSCI), 2021
Recommended citation: Xinming Shi, Jiashi Gao, Leandro L. Minku, James Jian Qiao Yu and Xin Yao, "Second-order Time Delay Reservoir Computing for Nonlinear Time Series Problems," 2021 IEEE Symposium Series on Computational Intelligence (SSCI), Orlando, FL, USA, 2021, pp. 1-8, doi: 10.1109/SSCI50451.2021.9659913.
Published in IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), 2021
Recommended citation: Jiashi Gao, Xinming Shi and James Jian Qiao Yu, "Attn-CommNet: Coordinated Traffic Lights Control On Large-Scale Network Level," 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI), Washington, DC, USA, 2021, pp. 289-293, doi: 10.1109/ICTAI52525.2021.00048.
Published in Neurocomputing, 2018
Recommended citation: Le Yang, Zhigang Zeng, and Xinming Shi, “A memristor-based neural network circuit with synchronous weight adjustment,” Neurocomputing, vol. 363, pp. 114–124, 201.
Published in IEEE Transactions on Emerging Topics in Computational Intelligence, 2018
Recommended citation: Xinming Shi, Zhigang Zeng, Le Yang and Yi Huang, "Memristor-Based Circuit Design for Neuron With Homeostatic Plasticity," in IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, no. 5, pp. 359-370, Oct. 2018, doi: 10.1109/TETCI.2018.2829914.
Published in Eighth International Conference on Information Science and Technology (ICIST), 2018
Recommended citation: Xinming Shi and Zhigang Zeng, "Memristor-Based Neuron Circuit with Adaptive Firing Rate," 2018 Eighth International Conference on Information Science and Technology (ICIST), Cordoba, Granada, and Seville, Spain, 2018, pp. 176-181, doi: 10.1109/ICIST.2018.8426182.