Company Filing History:
17 out of 164,108 
2 out of 8 Years Active: 2012-2025
Title: **Innovations by Brian Taba: Pioneering Neural Network Technology**
Introduction
Brian Taba, a notable inventor based in Cupertino, CA, has made significant contributions to the field of neural networks. With 16 patents under his name, Taba's work focuses on enhancing the efficiency and capability of neural network processors, paving the way for advanced computational systems.
Latest Patents
Among Brian Taba's most recent inventions are two groundbreaking patents. The first, titled "Data Representation for Dynamic Precision in Neural Network Cores," introduces a neural network processor that leverages multiple precisions per activation. This innovation enables the processor to handle data with varying feature dimensions effectively. A transformation circuit is integrated into the system, allowing it to receive an input data tensor, transform it from input precision to processor precision, and divide it into manageable blocks for computation. This design optimizes the processing power of neural cores to enhance the output of neural network layers significantly.
The second patent, "Networks for Distributing Parameters and Data to Neural Network Compute Cores," describes a configuration wherein a neural inference chip consists of several neural cores linked by a network. This architecture enables simultaneous delivery of synaptic weights and input activations to the cores, leading to improved performance in producing output activations.
Career Highlights
Brian Taba's career includes positions at prestigious companies such as International Business Machines Corporation (IBM) and Evolved Machines, Inc. His tenure in these organizations allowed him to collaborate with some of the brightest minds in the industry, further advancing his expertise in neural network technology.
Collaborations
Throughout his career, Taba has worked alongside notable colleagues, such as Pallab Datta and Dharmendra S Modha. These collaborations have played a vital role in shaping his innovations and expanding his impact in the field.
Conclusion
In summary, Brian Taba's prolific work in neural networks exemplifies the spirit of innovation. His patents continue to influence the landscape of computational systems, promising to enhance machine learning applications and artificial intelligence. As technology evolves, Taba's contributions will likely leave a lasting legacy in the realm of neural network advancements.
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