Company Filing History:
Years Active: 2006-2022
Title: Gradus Janssen: Innovator in Neural Networks and Predictive Analytics
Introduction
Gradus Janssen is a notable inventor based in Putnam Valley, NY (US). He has made significant contributions to the fields of neural networks and predictive analytics, holding a total of five patents. His work focuses on enhancing the efficiency and effectiveness of data processing and failure detection in manufacturing.
Latest Patents
Janssen's latest patents include innovative methods for neural network training and predictive analytics for failure detection. One of his patents, titled "Neural network training using a data flow graph and dynamic memory management," describes a process for managing memory operations in neural networks. This involves determining insertion points for memory reduction or restoration based on computing tensor timing slacks. The method generates or modifies a data flow graph to optimize performance.
Another significant patent is "Predictive analytics for failure detection," which outlines a computer-implemented method for predicting failures in manufactured objects. This method classifies samples with uniformly distributed parameter values and determines a centroid for failing samples. By generating a new set of samples around this centroid, the method enhances the accuracy of failure predictions.
Career Highlights
Gradus Janssen is currently employed at International Business Machines Corporation (IBM), where he applies his expertise in advanced computing technologies. His work at IBM has positioned him as a leader in the development of innovative solutions that address complex challenges in data processing and analytics.
Collaborations
Janssen collaborates with talented colleagues, including Emrah Acar and Rajiv V Joshi. Their combined efforts contribute to the advancement of technology in their respective fields.
Conclusion
Gradus Janssen's contributions to neural networks and predictive analytics demonstrate his commitment to innovation and excellence. His patents reflect a deep understanding of complex systems and a drive to improve technological processes.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.