Xingchen Ran

Publication Activity (10 Years)

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

Top Topics

Dimensionality Reduction

Simulation Study

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Comput. Biol. Medicine

Publications

Zijun Wan, Tengjun Liu, Xingchen Ran, Pengfu Liu, Weidong Chen, Shaomin Zhang
The influence of non-stationarity of spike signals on decoding performance in intracortical brain-computer interface: a simulation study. Frontiers Comput. Neurosci. 17 (2023)
Xingchen Ran, Weidong Chen, Blaise Yvert, Shaomin Zhang
A hybrid autoencoder framework of dimensionality reduction for brain-computer interface decoding. Comput. Biol. Medicine 148 (2022)
Xingchen Ran, Yiwei Zhang, Chenye Shen, Blaise Yvert, Weidong Chen, Shaomin Zhang
Dimensionality Reduction of Local Field Potential Features with Convolution Neural Network in Neural Decoding: A Pilot Study. EMBC (2021)
Chunxia Qin, Xingchen Ran, Yiqun Wu, Xiaojun Chen
The development of non-contact user interface of a surgical navigation system based on multi-LSTM and a phantom experiment for zygomatic implant placement. Int. J. Comput. Assist. Radiol. Surg. 14 (12) (2019)
Yizuo Ren, Xingchen Ran, Weidong Chen, Shaomin Zhang
Decoding Forelimb Muscle Activity with Local Field Potentials from Mouse Motor Cortex. BioCAS (2019)
Zijun Wan, Xingchen Ran, Weidong Chen, Shaomin Zhang
A Simulation Study on Performance of Decoders in Chronic Recording. BioCAS (2019)
Xingchen Ran, Shaomin Zhang, Guanghao Sun, Junming Zhu, Weidong Chen, Gang Pan
Decoding Velocity from Spikes Using a New Architecture of Recurrent Neural Network. NER (2019)