Company Filing History:
Years Active: 2010-2012
Title: Hsin I Tseng: Innovator in Signal Processing
Introduction
Hsin I Tseng is a notable inventor based in Los Angeles, CA. He has made significant contributions to the field of signal processing, particularly in the quantization of feature vectors for decision-making applications. With a total of 2 patents, Tseng's work is recognized for its innovative approach to classification of analog electrical signals.
Latest Patents
One of Hsin I Tseng's latest patents focuses on quantizing feature vectors in decision-making applications. This patent describes a system, method, and computer program product for classifying an analog electrical signal using statistical models of training data. The technique aims to quantize the analog electrical signal in a way that maximizes compression while minimizing the loss of classification ability. The goals are achieved by employing a quantizer designed to minimize the loss in the power of the log-likelihood ratio. Additionally, the patent outlines a method to enhance the quantization process by optimally allocating bits for each dimension of the quantized feature vector, subject to a maximum number of bits available across all dimensions.
Career Highlights
Hsin I Tseng is currently associated with International Business Machines Corporation (IBM), where he continues to innovate in the field of signal processing. His work has garnered attention for its practical applications and contributions to technology.
Collaborations
Some of Hsin I Tseng's notable coworkers include Upendra V Chaudhari and Deepak Srinivas Turaga. Their collaborative efforts have further advanced the research and development in their respective fields.
Conclusion
Hsin I Tseng stands out as an influential inventor in the realm of signal processing, with a focus on enhancing the classification of analog electrical signals. His innovative patents and contributions to IBM highlight his commitment to advancing technology.