Company Filing History:
Years Active: 2016-2020
Title: **Innovative Contributions of Inventor Kyle T O'Brien**
Introduction
Kyle T O'Brien, an accomplished inventor based in Austin, TX, has made significant strides in the field of neural network technology. With a total of six patents to his name, O'Brien continues to push the boundaries of innovation through his groundbreaking inventions.
Latest Patents
Among his latest patents, O'Brien has developed a **Neural Network Unit that Performs Convolutions Using Collective Shift Register Among an Array of Neural Processing Units**. This innovative neural network unit features a first memory that holds elements of a data matrix, alongside a second memory containing elements of a convolution kernel. This design emphasizes efficiency by utilizing an array of neural processing units (NPUs) that relay data through multiplexed registers, performing essential multiply-accumulate operations to facilitate convolution processes.
Another notable patent is the **Neural Network Unit with Output Buffer Feedback for Performing Recurrent Neural Network Computations**. This unit incorporates a RAM, an output buffer, and an array of NPUs that efficiently manage data flow across time steps. The unit reads context layer values, generates hidden layer values based on input and context, and outputs results to the buffer, simplifying the recurrent processing of neural networks.
Career Highlights
O'Brien is currently employed at Via Alliance Semiconductor Co., Ltd., where he continues to innovate and contribute to advanced semiconductor technologies. His work is pivotal in the evolution of neural processing technologies, bringing theoretical concepts into practical applications.
Collaborations
In his journey, O'Brien collaborates with esteemed colleagues such as G Glenn Henry and Terry J Parks. Their combined expertise fosters an environment of creativity and technical excellence, leading to the development of cutting-edge solutions in the industry.
Conclusion
Kyle T O'Brien's contributions to neural network innovations highlight the importance of collaboration and creativity in technological advancements. With his ongoing work at Via Alliance Semiconductor Co., Ltd., his inventions will likely have lasting impacts on the future of neural processing. As he continues to add to his portfolio of patents, O'Brien stands as a notable figure in the world of technology and innovation.
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.