Decoding Forelimb Muscle Activity with Local Field Potentials from Mouse Motor Cortex. - Yizuo Ren; Xingchen Ran; Weidong Chen 002; Shaomin Zhang (BioCAS, 2019)

A Simulation Study on Performance of Decoders in Chronic Recording. - Zijun Wan; Xingchen Ran; Weidong Chen 002; Shaomin Zhang (BioCAS, 2019)

Decoding Velocity from Spikes Using a New Architecture of Recurrent Neural Network. - Xingchen Ran; Shaomin Zhang; Guanghao Sun; Junming Zhu; Weidong Chen 002; Gang Pan 001 (NER, 2019)

The development of non-contact user interface of a surgical navigation system based on multi-LSTM and a phantom experiment for zygomatic implant placement. - Chunxia Qin; Xingchen Ran; Yiqun Wu 002; Xiaojun Chen 003 (Int. J. Comput. Assist. Radiol. Surg., 2019)

Dimensionality Reduction of Local Field Potential Features with Convolution Neural Network in Neural Decoding: A Pilot Study. - Xingchen Ran; Yiwei Zhang; Chenye Shen; Blaise Yvert; Weidong Chen 002; Shaomin Zhang (EMBC, 2021)

A hybrid autoencoder framework of dimensionality reduction for brain-computer interface decoding. - Xingchen Ran; Weidong Chen 002; Blaise Yvert; Shaomin Zhang (Comput. Biol. Medicine, 2022)

The influence of non-stationarity of spike signals on decoding performance in intracortical brain-computer interface: a simulation study. - Zijun Wan; Tengjun Liu; Xingchen Ran; Pengfu Liu; Weidong Chen 002; Shaomin Zhang (Frontiers Comput. Neurosci., 2023)

A Vision Transformer Architecture For Overt Speech Decoding From ECoG Data. - Mohamed Baha Ben Ticha; Xingchen Ran; Philémon Roussel; Florent Bocquelet; Gaël Le Godais; Marc Aubert; Thomas Costecalde; Lucas Struber; Shaomin Zhang; Guillaume Charvet; Philippe Kahane; Stéphan Chabardès; et al. (EMBC, 2024)