This inventor holds 1 USPTO granted patent. Top assignee: Washington State University. Active years: 2022.
Company Filing History:
Years Active: 2022
Title: Innovations of Benjamin Joseph Belzer
Introduction
Benjamin Joseph Belzer is an accomplished inventor based in Pullman, WA (US). He has made significant contributions to the field of deep learning and magnetic recording technologies. His innovative work has led to the development of a unique patent that addresses critical challenges in data storage.
Latest Patents
Belzer holds a patent titled "Deep neural network a posteriori probability detectors and media noise predictors for one- and two-dimensional magnetic recording." This patent introduces a deep neural network (DNN) media noise predictor designed for one-dimensional magnetic recording (1DMR) and two-dimensional magnetic recording (TDMR). The architecture combines a trellis-based intersymbol interference (ISI) detection component in a turbo architecture. This approach effectively separates ISI detection and media noise estimation into two distinct detectors. By utilizing the turbo-principle, the system exchanges information between the two detectors, addressing modeling challenges through training DNN-based media noise estimators. The benefits of this innovation include a reduced bit-error rate (BER), increased areal density, and a decrease in both computational complexity and computational time.
Career Highlights
Belzer is affiliated with Washington State University, where he continues to advance his research and development efforts. His work has garnered attention for its practical applications in improving data storage technologies.
Collaborations
Belzer has collaborated with notable colleagues, including Ahmed Aboutaleb and Krishnamoorthy Sivakumar. Their combined expertise has contributed to the success of various projects and innovations in the field.
Conclusion
Benjamin Joseph Belzer's contributions to deep learning and magnetic recording technologies exemplify the impact of innovative thinking in modern science. His patent reflects a significant advancement in the field, showcasing the potential for improved data storage solutions.