Abhishek Dikshit

Title: Abhishek Dikshit: Innovator in Deep Learning and Text Analytics

Introduction

Abhishek Dikshit is a prominent inventor based in San Jose, California, known for his contributions to deep learning and text analytics technologies. With a total of six patents to his name, he has made significant strides in the field of hardware-based processing systems.

Latest Patents

Dikshit’s latest patents include innovative systems and methods for a deep learning processor. This hardware-based programmable deep learning processor (DLP) features multiple accelerators dedicated to deep learning processing. The DLP is equipped with several tensor engines designed to execute operations for pattern recognition and classification based on neural networks. Each tensor engine comprises matrix multiplier engines for vector-matrix and matrix-matrix multiplication, convolutional network engines for efficient convolution operations, vector floating point units for floating point vector operations, and a data engine for managing multi-dimensional data storage.

Another notable patent is for a hardware-based programmable text analytics processor. This processor includes components such as a tokenizer, tagger, parser, and classifier. The tokenizer processes unstructured text data to identify tokens and their associated IDs. The tagger assigns tags to these tokens using a trained machine learning model. The parser creates a parse tree for the tagged tokens, while the classifier performs classification based on features extracted from the tagger and parser, ultimately outputting structured data for various text analytics applications.

Career Highlights

Throughout his career, Abhishek Dikshit has worked with notable companies such as Cavium, Inc. and Marvell Asia Pte., Ltd. His experience in these organizations has contributed to his expertise in developing advanced processing technologies.

Collaborations

Dikshit has collaborated with talented individuals in the field, including Rajan Goyal and Satyanarayana Lakshmipathi Billa. These collaborations have further enhanced his innovative capabilities and contributions to technology.

Conclusion

Abhishek Dikshit stands out as a key inventor in the realms of deep learning and text analytics, with a strong portfolio of patents that reflect his innovative spirit and technical expertise. His work continues to influence advancements in these critical areas of technology.