Company Filing History:
Years Active: 2022-2025
Title: Susmit Jha: A Pioneer in Neural Network Innovations
Introduction
Susmit Jha is a prominent inventor based in Redwood City, CA, known for his groundbreaking contributions in the field of neural networks and dynamical systems. With a total of three patents to his name, Jha's work has advanced the understanding and application of complex algorithms in various technological domains.
Latest Patents
Jha's latest patents exemplify his innovative approach to integrating neural networks with system control. One of his notable inventions involves the "Analysis and design of dynamical system controllers using neural differential equations." This patent explores techniques for characterizing dynamical systems and introduces a neural ordinary differential equation (NODE)-based controller. The system is designed to obtain parameters from a NODE model, which is crucial for controlling the dynamical system effectively. It determines system properties such as accuracy, safety, reliability, reachability, or controllability, enabling modifications to meet specific requirements.
Another significant patent by Jha is the "Trusted neural network system," which focuses on enhancing trust in neural networks. This invention describes multi-headed trusted neural networks that can be trained under specific constraints as part of the training process. The constraints, which can be temporal or non-temporal, ensure that the neural network system's overall objective function leads to optimal solutions that comply with those constraints.
Career Highlights
Susmit Jha currently works at SRI International, a renowned research institution recognized for its innovative contributions to technology and science. His expertise in neural networks and dynamical systems has positioned him as a leading figure in his field, driving forward the capabilities of artificial intelligence.
Collaborations
Throughout his career, Jha has collaborated with notable colleagues such as Ashish Tiwari and Patrick Denis Lincoln. These collaborations have fostered a rich exchange of ideas and innovations, contributing to advancements in research and development within their interdisciplinary team.
Conclusion
In summary, Susmit Jha's work exemplifies the intersection of innovative thinking and practical application in the realm of neural networks and dynamical systems. His patents not only reflect his technical expertise but also his commitment to enhancing the trust and efficiency of machine learning technologies. As the field of artificial intelligence continues to evolve, Jha's contributions will undoubtedly lead to further advancements and discoveries.
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.