Akshay Dua

Title: Akshay Dua: Innovator in Power Management and Neural Network Acceleration

Introduction

Akshay Dua is a prominent inventor based in San Jose, California. He has made significant contributions to the fields of power management and neural network acceleration. With a total of 2 patents, his work focuses on optimizing technology for enhanced performance and efficiency.

Latest Patents

One of Akshay's latest patents is titled "Logic optimizing power switch enable delay." This invention addresses techniques for power management by providing an optimal staggering delay time between the transmission of enable signals to power switches. This method allows for the sequential enabling of power switches, which reduces power-up latency in logic circuits.

Another notable patent is "Systolic-CNN: an OpenCL-defined scalable runtime-flexible programmable accelerator architecture for accelerating convolutional neural network inference in cloud/edge computing." This invention presents a highly pipelined and paralleled one-dimensional systolic array architecture. It efficiently explores both spatial and temporal parallelism, making it adaptable for various CNN models without the need for recompilation or reprogramming.

Career Highlights

Akshay Dua has worked with reputable organizations such as Arizona State University and Qualcomm Incorporated. His experience in these institutions has allowed him to develop innovative solutions that address current technological challenges.

Collaborations

Some of Akshay's notable coworkers include Fengbo Ren and Jihoon Jeong. Their collaborative efforts have contributed to the advancement of technology in their respective fields.

Conclusion

Akshay Dua is a distinguished inventor whose work in power management and neural network acceleration has made a significant impact. His innovative patents reflect his commitment to enhancing technology for better performance and efficiency.