Methods and devices are provided such that electrical stimulation can be delivered to a patient's skeletal muscles in response to certain respiratory signals, such as when voluntary breathing is detected.
- San Jose CA, US Sheng Li - Suwanee GA, US Handong Zhao - San Jose CA, US Sungchul Kim - San Jose CA, US
Assignee:
Adobe Inc. - San Jose CA
International Classification:
G06N 20/00
Abstract:
Techniques are disclosed for the generation of adversarial training data through sequence perturbation, for a deep learning network to perform event sequence analysis. A methodology implementing the techniques according to an embodiment includes applying a long short-term memory attention model to an input data sequence to generate discriminative sequence periods and attention weights associated with the discriminative sequence periods. The attention weights are generated to indicate the relative importance of data in those discriminative sequence periods. The method further includes generating perturbed data sequences based on the discriminative sequence periods and the attention weights. The generation of the perturbed data sequences employs selective filtering or conservative adversarial training, to preserve perceptual similarity between the input data sequence and the perturbed data sequences. The input data sequence may be created by vectorizing a temporal input data stream comprising words, symbols, and the like, into a multidimensional vectorized numerical data sequence format.
Name / Title
Company / Classification
Phones & Addresses
Sheng Q. Li Principal
Yimei Ni Eating Place
874 Hempstead Tpke, Franklin Square, NY 11010 (516)3288886
Sheng Li Chief Executive Officer
Hua Wing Eating Place
351 Smith St, Brooklyn, NY 11231
Sheng G. Li Chairman of the Board
Fa Yong Supermarket Inc Ret Groceries
5911 Main St, Flushing, NY 11355 (718)6611183
Sheng Teng Li
NEW CHINATOWN BUFFET U.S.A. LC
Sheng Li
HIBACHI GRILL AND SUPREME BUFFET LLC
Sheng Lie Li
SHENG BODYWORK INC Nonclassifiable Establishments
73 E Main St 1, Elmsford, NY 10523 73 E Main St, Elmsford, NY 10523 73 E Main St 1, Ardsley on Hudson, NY 10503
Memorial Hermann Physical Medicine & Rehabilitation 1333 Moursund St RM 165.1, Houston, TX 77030 (713)7975222 (phone), (713)7975261 (fax)
Education:
Medical School Beijing Med Univ, Beijing City, Beijing, China Graduated: 1993
Procedures:
Occupational Therapy Evaluation Physical Medicine and Rehabilitation, Tests and Measurements Physical Therapy Evaluation Physical Therapy
Languages:
English
Description:
Dr. Li graduated from the Beijing Med Univ, Beijing City, Beijing, China in 1993. He works in Houston, TX and specializes in Physical Medicine & Rehabilitation.
Civil Lab Piscataway, NJ 2013 to 2014 Senior Project Team ManagerArtisan Homecare South Plainfield, NJ 2013 to 2013 Manager AssistantChurchill Junior High School East Brunswick, NJ 2010 to 2012 Volunteer/Assistant
Education:
Rutgers, the State University of New Jersey 2010 to 2014 B.S. in Civil Engineering