Vivek Kumar Gangwar

Title: Innovations by Vivek Kumar Gangwar

Introduction

Vivek Kumar Gangwar is an accomplished inventor based in Noida, India. He has made significant contributions to the field of technology, particularly in the area of capsule networks. His innovative work focuses on enhancing the efficiency of these networks while maintaining high recognition accuracy.

Latest Patents

Vivek Kumar Gangwar holds a patent titled "System and method for parameter compression of capsule networks using deep features." This patent addresses the challenges associated with conventional capsule networks, which, while effective in retaining spatial correlations between extracted features, often require intensive computational resources, memory, and bandwidth. The disclosed system employs a lightweight deep features-based capsule network capable of compressing parameters effectively. The system includes a capsule layer preceded by feature blocks that utilize convolutional operations and Batch Normalization layers to extract deep features. This innovative approach not only compresses the parameters of the capsule layer but also significantly enhances recognition accuracy.

Career Highlights

Vivek Kumar Gangwar is currently associated with Tata Consultancy Services Limited, where he continues to push the boundaries of technological innovation. His work has garnered attention for its practical applications and contributions to the field of artificial intelligence and machine learning.

Collaborations

Some of his notable coworkers include Rajesh Kumar Sinha and Prakash Chanderlal Ambwani. Their collaborative efforts contribute to the advancement of technology within their organization.

Conclusion

Vivek Kumar Gangwar's innovative work in parameter compression of capsule networks showcases his commitment to enhancing technology's efficiency and effectiveness. His contributions are paving the way for future advancements in the field.