Rong Xiao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Accurate Classification

Spiking Neural Networks

Language Understanding

Kalman Filtering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Instrum. Meas.

Publications

Houzhan Zhang, Rong Xiao, Jiaxin Li, Chuangye Yan, Huajin Tang
A High-Precision LiDAR-Inertial Odometry via Invariant Extended Kalman Filtering and Efficient Surfel Mapping. IEEE Trans. Instrum. Meas. 73 (2024)
Limiao Ning, Junfei Dong, Rong Xiao, Kay Chen Tan, Huajin Tang
Event-driven spiking neural networks with spike-based learning. Memetic Comput. 15 (2) (2023)
Rong Xiao, Yu Wan, Baosong Yang, Haibo Zhang, Huajin Tang, Derek F. Wong, Boxing Chen
Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Junfei Dong, Runhao Jiang, Rong Xiao, Rui Yan, Huajin Tang
Event stream learning using spatio-temporal event surface. Neural Networks 154 (2022)
Jiaxin Li, Dengju Li, Runhao Jiang, Rong Xiao, Huajin Tang, Kay Chen Tan
Vision-Action Semantic Associative Learning Based on Spiking Neural Networks for Cognitive Robot. IEEE Comput. Intell. Mag. 17 (4) (2022)
Rong Xiao, Huajin Tang, Yuhao Ma, Rui Yan, Garrick Orchard
An Event-Driven Categorization Model for AER Image Sensors Using Multispike Encoding and Learning. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Rong Xiao, Qiang Yu, Rui Yan, Huajin Tang
Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons. IJCAI (2019)
Ying Nan, Rong Xiao, Shaobing Gao, Rui Yan
An Event-based Hierarchy Model for Object Recognition. SSCI (2019)
Pengjie Gu, Rong Xiao, Gang Pan, Huajin Tang
STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks. IJCAI (2019)
Rong Xiao, Huajin Tang, Pengjie Gu, Xiaoliang Xu
Spike-based encoding and learning of spectrum features for robust sound recognition. Neurocomputing 313 (2018)
Yuhao Ma, Rong Xiao, Huajin Tang
An Event-Driven Computational System with Spiking Neurons for Object Recognition. ICONIP (6) (2017)
Na Guo, Rong Xiao, Shaobing Gao, Huajin Tang
A neurally inspired pattern recognition approach with latency-phase encoding and precise-spike-driven rule in spiking neural network. CIS/RAM (2017)
Rong Xiao, Rui Yan, Huajin Tang, Kay Chen Tan
A Spiking Neural Network Model for Sound Recognition. ICCSIP (2016)