This inventor holds 3 USPTO granted patents and 3 EPO patents. Top assignee: Raytheon Company. Active years: 2020-2022.
Location History:
- Tucson, AZ (US) (2020 - 2022)
- Maranza, AZ (US) (2022)
Company Filing History:
Years Active: 2020-2022
Title: David R Mucha: Innovator in Neural Network Technologies
Introduction
David R Mucha is a prominent inventor based in Tucson, AZ (US). He has made significant contributions to the field of artificial intelligence, particularly in neural network technologies. With a total of 3 patents to his name, Mucha continues to push the boundaries of innovation in this rapidly evolving sector.
Latest Patents
Mucha's latest patents include groundbreaking technologies that enhance the functionality of artificial neural networks. One of his notable inventions is the "Neural network instruction streaming," which implements an artificial neural network via an instruction stream. This patent defines a header for the instruction stream and a format for the instructions, which includes an opcode, an address, and data. The instruction stream is created using these components and is executed by a computer processor.
Another significant patent is the "Deep neural network processor with interleaved backpropagation." This invention features processing circuitry for a deep neural network, which includes input/output ports and multiple neural network layers. Each layer consists of weighted computational units designed to interleave forward propagation of input values and backward propagation of output error values, enhancing the efficiency of neural network processing.
Career Highlights
David R Mucha is currently employed at Raytheon Company, where he applies his expertise in artificial intelligence and neural networks. His work at Raytheon has allowed him to contribute to various innovative projects that leverage advanced technologies for defense and aerospace applications.
Collaborations
Mucha has collaborated with several talented individuals in his field, including John E Mixter and John R Goulding. These collaborations have fostered a creative environment that encourages the development of cutting-edge technologies.
Conclusion
David R Mucha is a distinguished inventor whose work in neural network technologies has made a significant impact on the field of artificial intelligence. His innovative patents and contributions to Raytheon Company exemplify his commitment to advancing technology.