Gregg D Wilensky

Title: Innovations and Contributions of Inventor Gregg D. Wilensky

Introduction

Gregg D. Wilensky, an inventive mind based in Venice, CA, has made significant strides in the fields of dental technology and data processing systems. With two patents to his name, his work exemplifies a blend of creativity and practical application in addressing complex problems.

Latest Patents

Wilensky's recent innovations include the "Quantitative Dental Caries Detection System and Method," which presents a revolutionary approach for quantifying the probability of lesions in dental tissues. This system employs digital X-ray images, which are segmented and processed to generate feature statistics that serve as inputs for a neural network. The unique aspect of this technology lies in its training method, using an extensive dataset of radiographs and histologic examinations to accurately assess the presence of lesions.

Another notable patent is the "Rapidly Converging Projective Neural Network." This invention outlines a sophisticated data processing system for solving pattern classification and function-fitting problems. It features a neural network that augments N-dimensional input vectors into an N+j-dimensional projected input vector, normalizing its magnitude on the surface of a hypersphere. The efficiency of this network is heightened by a clever training process that minimizes an error function across all weights and threshold values, thereby significantly reducing the network's learning time.

Career Highlights

Throughout his career, Wilensky has made invaluable contributions while working for respected organizations such as Logicon Incorporated and R&D Associates. His tenure at these companies not only honed his skills as an inventor but also positioned him at the forefront of technological advancements in his domains.

Collaborations

In addition to his individual achievements, Wilensky has collaborated with notable colleagues, including Narbik Manukian and Douglas C. Yoon. These partnerships have undoubtedly enriched his innovations and expanded the impact of his work within the industry.

Conclusion

Gregg D. Wilensky's contributions to dental technology and neural network development showcase his inventive spirit and commitment to solving real-world problems. His patents reflect a profound understanding of complex systems, and his collaborative efforts underline the importance of teamwork in the field of innovation. As technology continues to evolve, Wilensky's work serves as a foundation for future advancements in dental care and data processing solutions.