Evolutionary Optimization of Liquid State Machines for Robust Learning. - Yan Zhou 008; Yaochu Jin; Jinliang Ding (ISNN (1), 2019)

Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines. - Yan Zhou 008; Yaochu Jin; Jinliang Ding (Neurocomputing, 2020)

Surrogate-Assisted Cooperative Co-evolutionary Reservoir Architecture Search for Liquid State Machines. - Yan Zhou 008; Yaochu Jin; Yao Sun; Jinliang Ding (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Brain-Inspired Modular Reservoir based on Spiking Neurons for Multi-Task Learning. - Yan Zhou 008; Yaochu Jin; Jinliang Ding (CEC, 2025)