Hyper-parameter tuning and feature extraction for asynchronous action detection from sub-thalamic nucleus local field potentials by Thomas Martineau, Shenghong He, Shenghong He, Ravi Vaidyanathan, Ravi Vaidyanathan, Huiling Tan, Huiling Tan

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The potential of convolutional neural networks for identifying neural states based on electrophysiological signals: experiments on synthetic and real patient data by Fernando Rodriguez, Shenghong He, Huiling Tan

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Applying convolutional neural networks to improve closed-loop DBS in essential tremor patients by Fernando Rodriguez, Shenghong He, Huiling Tan

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Average power and burst analysis revealed complementary information on drug-related changes of motor performance in Parkinson’s disease by Flavie Torrecillos, Shenghong He, Andrea A. Kühn, Huiling Tan

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A Review of Motor Brain-Computer Interfaces Using Intracranial Electroencephalography Based on Surface Electrodes and Depth Electrodes by Xiaolong Wu, Benjamin Metcalfe, Shenghong He, Huiling Tan, Dingguo Zhang

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Editorial: Explainable and advanced intelligent processing in the brain-machine interaction by Xiaofeng Xie, Dingguo Zhang, Tianyou Yu, Tianyou Yu, Yucong Duan, Ian Daly, Shenghong He

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An Adaptive Brain-Computer Interface to Enhance Motor Recovery After Stroke by Rui Zhang, Chushan Wang, Shenghong He, Chunli Zhao, Keming Zhang, Xiaoyun Wang, Yuanqing Li

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Quantifying local field potential dynamics with amplitude and frequency stability between ON and OFF medication and stimulation in Parkinson's disease by Xuanjun Guo, Shenghong He, Xinyi Geng, Pan Yao, Christoph Wiest, Yingnan Nie, Huiling Tan, Shouyan Wang

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Tuning the brakes – Modulatory role of transcranial random noise stimulation on inhibition by Alekhya Mandali, Flavie Torrecillos, Christoph Wiest, Alek Pogosyan, Shenghong He, Diogo Coutinho Soriano, Huiling Tan, Charlotte Stagg, Hayriye Cagnan

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Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control by Thomas G. Simpson, William Godfrey, Flavie Torrecillos, Shenghong He, Damian M. Herz, Ashwini Oswal, Muthuraman Muthuraman, Alek Pogosyan, Huiling Tan

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Evoked resonant neural activity in subthalamic local field potentials reflects basal ganglia network dynamics by Christoph Wiest, Shenghong He, Benoit Duchet, Alek Pogosyan, Moaad Benjaber, Timothy Denison, Harutomo Hasegawa, Keyoumars Ashkan, Fahd Baig, Ilaria Bertaina, Francesca Morgante, Erlick A. Pereira, Flavie Torrecillos, Huiling Tan

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Modulation of limbic resting-state networks by subthalamic nucleus deep brain stimulation by John Eraifej, Joana Cabral, Henrique M. Fernandes, Joshua Kahan, Shenghong He, Laura Mancini, John Thornton, Mark White, Tarek Yousry, Ludvic Zrinzo, Harith Akram, Patricia Limousin, Tom Foltynie, Tipu Z. Aziz, Gustavo Deco, Morten Kringelbach, Alexander L. Green

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