Rexford Alan Hill

USPTO Granted Patents = 15 (Patent Applications = 2)

EPO Patents = 4 (Patent Applications = 3)

Average Co-Inventor Count = 3.9

ph-index = 4

Forward Citations = 519(Granted Patents)

Company Filing History:

11 out of 41,498

Qualcomm Incorporated

Years Active: 2007-2025

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15 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12450486 - Depth-first deep convolutional neural network inference (2025-10-21),

2. 12438556 - Single instruction multiple data (SIMD) sparse decompression with variable density (2025-10-07),

3. 12210958 - Compression of sparse deep convolutional network weights (2025-01-28),

4. 12131130 - Exploiting activation sparsity in deep neural networks (2024-10-29),

5. 11669747 - Constraining function approximation hardware integrated with fixed-point to floating-point conversion (2023-06-06),

6. 11586417 - Exploiting activation sparsity in deep neural networks (2023-02-21),

7. 11487998 - Depth-first convolution in deep neural networks (2022-11-01),

8. 11029745 - Systems and methods for controlling instantaneous current changes in parallel processors (2021-06-08),

9. 11010313 - Method, apparatus, and system for an architecture for machine learning acceleration (2021-05-18),

10. 10621690 - Storing bandwidth-compressed graphics data (2020-04-14),

11. 10409353 - Dynamic clock voltage scaling (DCVS) based on application performance in a system-on-a-chip (SOC), and related methods and processor-based systems (2019-09-10),

12. 8776060 - Methods and structure for near-live reprogramming of firmware in storage systems using a hypervisor (2014-07-08),

13. 7362702 - Router with routing processors and methods for virtualization (2008-04-22),

14. 7292567 - Router and methods for distributed virtualization (2007-11-06),

15. 7200144 - Router and methods using network addresses for virtualization (2007-04-03),

Title: **Innovative Contributions of Rexford Alan Hill**

Introduction

Rexford Alan Hill is a prominent inventor based in San Diego, California, known for his significant contributions to the field of neural networks and deep learning. With a remarkable portfolio of 13 patents, Hill has consistently pushed the boundaries of innovation in technology, paving the way for advancements in machine learning.

Latest Patents

Among his latest patents, Hill's work on the "Compression of Sparse Deep Convolutional Network Weights" stands out. This patent describes methods, computer-readable media, and apparatuses for operating neural networks. It involves compressing a set of sparse weight vectors to improve the efficiency of neural network operations. Another significant patent is focused on "Exploiting Activation Sparsity in Deep Neural Networks," which details a method for processing sparse activation tensors to generate outputs more efficiently.

Career Highlights

Rexford has held key positions in several notable companies, including Qualcomm Incorporated and Qlogic Corporation. His experiences in these technology-driven environments have greatly contributed to his prowess as an inventor, allowing him to develop cutting-edge applications that enhance the performance of neural networks.

Collaborations

Throughout his career, Hill has collaborated with esteemed colleagues such as Aaron Douglass Lamb and William Clinton Terrell. These collaborations have fostered a rich environment for innovation, leading to groundbreaking advancements in artificial intelligence and deep learning.

Conclusion

Rexford Alan Hill’s ongoing commitment to innovation in the tech industry underscores his influence as a leading inventor in neural network technology. His contributions not only optimize current systems but also set new standards for future developments in artificial intelligence.

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