David Edward Howard

Title: David Edward Howard: Innovator in Machine Learning

Introduction

David Edward Howard is a prominent inventor based in San Diego, California. He has made significant contributions to the field of machine learning, particularly through his innovative patent. His work focuses on enhancing the efficiency and effectiveness of neural networks.

Latest Patents

David holds a patent for a "Fixed point neural network based on floating point neural network quantization." This method involves quantizing a floating point machine learning network to create a fixed point machine learning network. The process includes selecting moments of the input distribution and determining quantizer parameters to achieve corresponding values in the fixed point network. This innovation is crucial for optimizing machine learning applications.

Career Highlights

David Edward Howard is associated with Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and computing. His role at Qualcomm allows him to work on cutting-edge technologies that shape the future of machine learning and artificial intelligence.

Collaborations

David collaborates with talented individuals such as Dexu Lin and Venkata Sreekanta Reddy Annapureddy. These partnerships enhance the innovative potential of his projects and contribute to the advancement of technology in their field.

Conclusion

David Edward Howard is a key figure in the realm of machine learning, with a focus on neural network optimization. His contributions through patents and collaborations continue to influence the technology landscape.