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Doctor of Philosophy
The Chinese University of Hong Kong, Hong Kong, China |
Master of Science
Southeast University, China |
Bachelor of Science
Congqing University, China |
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My current research focuses on the changes of brain electrical
activities after hemispheric stroke based on noninvasive EEG
during isometrical upper limb movements. |
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Peer
Reviewed Publications |
-- Deng J, Yao J, and Dewald J. "Classification
of Shoulder Abduction and Elbow Flexion Using a Brain-Computer-Interface
Approach," J. of Neural Engineering, (2005) vol.
2, pp. 131-138.
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-- Yao J, Acosta AM, Dewald J. "A Biomechanics-based
Method for the Quantification of Muscle Selectivity
in a Musculoskeletal System," J. of Biomechanics,
(In press). |
-- Yao J, Dewald J."Evaluation of Different
Cortical Source Localization Methods Using Simulated
and SEP Related EEG Data," Neuroimage (2005) vol.
25, pp. 369-382. |
-- Yao J, Zhang YT."The Application of Bionic
Wavelet Transform to Speech Signal Processing In Cochlear
Implants Using Neural Network Simulations," IEEE
Trans. on Biomed. Eng, (2002) 49: 1299-1309. |
-- Hu XL, Zhang YT, and Yao J. "Neuroengineering
Modeling of Single Neuron and Neural Interface,"
Critical Reviews™ in Biomedical Engineering, (2002)
30: 219-248. |
-- Yao J, Zhang YT. "Bionic Wavelet Transform:
A New Time-Frequency Method based on an Auditory Model,"
IEEE Trans. on Biomed. Eng., (2001) 48: 856-863.
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Peer
Reviewed Conference Proceedings |
-- Dewald J, Yao J. "The Effect of Generating
Anti-gravity Shoulder Torques on Upper Limb Discoordination
Following Hemiparetic Stroke," Proc. Of International
Society of Biomechanics, (2005). (This is an invited
paper.)
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-- Zhou J, Yao J, Deng J, and Dewald J. "EEG-based
Discrimination of Elbow/Shoulder Torques using Brain
Computer Interface Algorithms: Implications for Rehabilitation,"
Proc. Of 27th Ann. Int. Conf. of IEEE EMBC, (2005).
(This is an invited paper for the symposium in 27th
EMBC.) |
-- Yao J, Ellis M, and Dewald J. "Mechanisms
And Rehabilitation Of Discoordination Following Stroke
Using A Cortical Imaging Method," Proc. Of 27th
Ann. Int. Conf. of IEEE EMBC, (2005). (This is an invited
paper for the symposium in 27th EMBC.) |
-- Yao J, Acosta AM, and Dewald J. "Muscle Focus:
A New Biomechanical Model-Based Index And Its Application
In Quantifying The Muscle Coactivation Patterns During
Isometric Torque Generation At The Elbow And Shoulder,"
Proc. of 26th Ann. Int. Conf. of IEEE EMBC, (2004):
4677-4679. |
-- Yao J, Dewald J. "Evaluation of Different
Cortical Potential Imaging Methods Using Simulated EEG
Data," Proc. Of the 25th Ann. Int. Conf. of IEEE
EMBC, (2003): 2128-2131. |
-- Yao J, Zhang YT. "The Application of Bionic
Wavelets and Neural Network to Speech Recognition in
Cochlear Implants," Proc. of Multi-Conference on
Systemics, Cybernetics and Informatics, (2001). |
-- Yao J, Zhang YT. "The Admissible Condition
of Bionic Wavelet Transform and its Inverse Transform,"
Proc. of IEEE-EMBS Asia-Pacific Conference on Biomedical
Engineering, (2000). |
-- Yao J, Zhang YT. "From Otoacoustic Emission
Modeling to Bionic Wavelet Transform," Proc. Of
the 22nd Annual EMBS international conf., (2000): 314-316.
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-- Yao J, Zhang YT, and Zheng L. "A Preliminary
Report on the Modeling of Otoacoustic Emissions,"
Proc. of the 3th Int. Workshop on Biosignal Interpretation,
(1999). |
-- Yao J, and Zhang YT. "A Study on Inhomogeneous
Characteristics of Cochlea for Spontaneous Otoacoustic
Emissions," Proc. of the 1st Joint IEEE BMES/EMBS
conf., (1999): 1031. |
-- Yao J, Gan Q, Zhang XD, and Li J. "Pruning
Algorithm in Wavelet Neural Network for ECG Signal Classification,"
Proc. Of the 20th Ann. Int. Conf. of the IEEE-EMBS,
(1998): 1482-1485. |
-- Gan Q, Yao J, et al. "Learning Algorithms
for a Neural Network with Laterally Inhibited Receptive
Fields," Proc. Of World congress on computational
intelligence, (1998): 1156-1161. |
-- Yao J, Hao YF, et al. "The learning Algorithm
of wavelet network Based on Discrete Wavelet Transform,"
Prof. CNNC, (1997). |
-- Gan Q, Yao J, et al. "Wavelet Neural Network
for ECG Signal Classification," Proc. of Int. Conf.
on Biomedical Engineering, (1996). |
Abstracts |
-- Yao J, Dewald J. "The loss of independent
joint control observed following a stroke is correlated
with a loss in motor cortical resolution," Proc.
of SFN, (2005). |
-- Yao J, Dewald J. "Cortical activity related
to joint discoordination in chronic stroke: a functional
brain imaging study incorporating quantitative motor
performance measures," Proc. of SFN, (2004). |
-- Yao J, Dewald J. "The Source Localization
of Controlled Movement-Related Cortical Potentials Using
An EEG Current Density Localization Method," Proc.
of SFN, (2003). |
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