Company Filing History:
Years Active: 2013-2016
Title: Thomas Zheng: Innovator in Image Recognition and Neural Networks
Introduction
Thomas Zheng is a prominent inventor based in San Diego, CA. He has made significant contributions to the fields of image recognition and neural networks. With a total of 4 patents, Zheng's work is at the forefront of technological advancements.
Latest Patents
One of his latest patents is an "Image recognition system based on cascaded over-complete dictionaries." This invention relates to a technique for image reconstruction that employs cascaded over-complete dictionaries for extracting features and building representations for images at different reconstruction levels. Each dictionary can be learned and optimized to capture either generic or discriminative features. By finding sparse representations through the cascaded dictionaries, an image can be reconstructed and recognized effectively.
Another notable patent is the "Method and apparatus for strategic synaptic failure and learning in spiking neural networks." This invention supports a technique for strategic synaptic failure and learning in spiking neural networks. It involves determining a synaptic weight for a connection between pre-synaptic and post-synaptic neurons. The method allows for the omission of one or more failures of the synaptic connection from the computation of neuronal behavior, enhancing learning processes.
Career Highlights
Thomas Zheng is currently employed at Qualcomm Incorporated, a leading technology company known for its innovations in telecommunications and semiconductor technology. His work at Qualcomm has allowed him to push the boundaries of what is possible in his field.
Collaborations
Zheng has collaborated with notable coworkers, including Yinyin Liu and Victor Hokkiu Chan. Their combined expertise has contributed to the success of various projects and patents.
Conclusion
Thomas Zheng is a key figure in the innovation landscape, particularly in image recognition and neural networks. His patents reflect a commitment to advancing technology and improving systems that impact various industries. His contributions continue to shape the future of these fields.
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