Company Filing History:
Years Active: 2021-2023
Title: Shubhabrata Roy: Innovator in Neural Network Implementations
Introduction
Shubhabrata Roy is a notable inventor based in Geldrop, Netherlands. He has made significant contributions to the field of neural networks and point cloud data processing. With a total of 3 patents, his work focuses on improving the efficiency and effectiveness of machine learning algorithms.
Latest Patents
One of his latest patents is titled "Methods, apparatuses, and computer program products using a repeated convolution-based attention module for improved neural network implementations." This invention provides a method and apparatus for enhancing neural network implementations through a repeated convolution-based attention module. The approach involves multiple iterations of convolutional applications and augmentations to generate an effective attention module output.
Another significant patent is "Method, apparatus and computer program product for three-dimensional feature extraction from a point cloud." This invention classifies objects as static or dynamic based on point cloud data. The methods include receiving point cloud data, computing voxel sequences, and extracting voxel-wise semantic features to classify objects in the environment.
Career Highlights
Shubhabrata Roy is currently employed at HERE Global B.V., where he continues to innovate in the field of technology. His work has been instrumental in advancing the capabilities of neural networks and point cloud data analysis.
Collaborations
He has collaborated with notable coworkers such as Ian Endres and Amritpal Singh Gill, contributing to various projects that enhance the understanding and application of machine learning technologies.
Conclusion
Shubhabrata Roy's contributions to neural network implementations and point cloud data processing highlight his role as a leading inventor in the technology sector. His innovative patents reflect a commitment to advancing machine learning methodologies.