Company Filing History:
Years Active: 2019-2025
Title: **Innovative Contributions of Inventor Saman Naderiparizi**
Introduction
Saman Naderiparizi, based in Seattle, Washington, is a prominent inventor in the field of artificial intelligence. With a portfolio that includes five patents, he has made significant advancements in machine learning and neural network technologies.
Latest Patents
Naderiparizi's latest innovations reflect his commitment to enhancing AI functionalities. One notable patent is for a **customizable chip for AI applications**. This invention comprises a computing device equipped with an input sensor that provides data to a programmable logic device (PLD) implementing a convolutional neural network (CNN). The design ensures that each compute block corresponds to multiple convolutional layers, optimizing interaction with memory blocks that serve as buffers and stores for model-specific parameters.
Another important patent focuses on **compressed convolutional neural network models**. This invention outlines systems for training and compressing CNN models through techniques such as quantization and layer fusion. The method improves the efficiency of neural network models, allowing for reduced data requirements without compromising performance.
Career Highlights
Naderiparizi has had an impressive career, with important roles at well-known institutions, including Apple Inc. and the University of Washington. His work in these organizations has enabled him to develop cutting-edge technologies that influence the field of artificial intelligence.
Collaborations
Throughout his career, Saman has collaborated with notable colleagues, including Mohammad Rastegari and Sayyed Karen Khatamifard. These partnerships have contributed to the richness of his innovations and the advancement of technology in AI.
Conclusion
Saman Naderiparizi's contributions to the field of artificial intelligence through his inventive work and collaborations mark him as a key figure in technological innovation. His patents are not only a testament to his expertise but also a reflection of the future potential of AI applications in various domains.