Pangao Du

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Spiking Neural Networks

Supervised Learning

Learning Algorithm

Biologically Plausible

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Han Lu, Xianghong Lin, Xiangwen Wang, Pangao Du
Spike-train level supervised learning algorithm based on bidirectional modification for liquid state machines. Appl. Intell. 53 (10) (2023)
Xianghong Lin, Xiaomei Pi, Xiangwen Wang, Pangao Du, Han Lu
FPGA implementation of piecewise linear spiking neuron and simulation of cortical neurons. Microprocess. Microsystems 91 (2022)
Tiandou Hu, Xianghong Lin, Xiangwen Wang, Pangao Du
Supervised learning algorithm based on spike optimization mechanism for multilayer spiking neural networks. Int. J. Mach. Learn. Cybern. 13 (7) (2022)
Xianghong Lin, Pangao Du
Spike-Train Level Unsupervised Learning Algorithm for Deep Spiking Belief Networks. ICANN (2) (2020)
Pangao Du, Xianghong Lin, Xiaomei Pi, Xiangwen Wang
An Unsupervised Learning Algorithm for Deep Recurrent Spiking Neural Networks. UEMCON (2020)
Mengwei Zhang, Xianghong Lin, Pangao Du
An Epilepsy and Seizure Classification Approach Based on Multi-Spike Liquid State Machines. CIS (2019)
Doudou Wu, Xianghong Lin, Pangao Du
An Adaptive Structure Learning Algorithm for Multi-Layer Spiking Neural Networks. CIS (2019)