Ankit Srivastava

Title: Ankit Srivastava: Innovator in Machine Learning Technologies

Introduction

Ankit Srivastava, based in San Diego, CA, is a prominent inventor recognized for his significant contributions to the field of machine learning technologies. With an impressive portfolio of 35 patents, Ankit has consistently pushed the boundaries of innovation in computational methods and hardware design.

Latest Patents

Among his latest patents are groundbreaking technologies that elevate machine learning applications. One notable patent is for a technology titled "Sparsity-aware compute-in-memory". This invention enables efficient execution of machine learning computations within a Compute-In-Memory (CIM) array. It employs techniques that detect an excess of input data sparsity and selectively disable certain bit cells within the CIM array, optimizing processing and enhancing output quality with a compensation technique based on data sparsity.

Another significant patent is related to "Analog adders for multi-bit MAC arrays in reconfigurable analog-based neural networks". This invention outlines various embodiments of devices and methods for multi-bit multiplier-accumulators (MAC). It features an innovative analog adder designed to consolidate outputs from multiple single-bit MACs, resulting in a streamlined multi-bit MAC output, a crucial advancement for neuro-computational architectures.

Career Highlights

Ankit has made substantial contributions while working with leading technology corporations like Qualcomm Incorporated and International Business Machines Corporation (IBM). His experience in these esteemed organizations has provided him with a robust foundation in both theoretical and practical aspects of technologies pertinent to machine learning.

Collaborations

Ankit has also collaborated with reputed professionals in his field, including Xiaohong Quan and Seyed Arash Mirhaj. These partnerships signify his commitment to innovation through teamwork and combined expertise, further enriching his professional journey in developing cutting-edge technologies.

Conclusion

As an accomplished inventor, Ankit Srivastava continues to drive advancements in machine learning through his innovative patents. With a combination of practical experience at top-tier companies and collaborative efforts with fellow inventors, he represents a forward-thinking force in the tech industry, shaping the future of computational technologies.