Jiquan Ngiam

Title: The Innovative Genius of Jiquan Ngiam

Introduction

Jiquan Ngiam, an accomplished inventor based in Mountain View, CA, has made significant contributions to the field of artificial intelligence and machine learning. With a portfolio of 15 patents, his work focuses on enhancing the capabilities of neural networks and their applications in various technologies.

Latest Patents

Ngiam's latest patents showcase his innovative approach to neural networks. One of his notable inventions is titled "Convolutional Neural Networks with Soft Kernel Selection." This patent describes methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing inputs using neural networks that feature one or more conditional convolutional layers. These layers utilize multiple kernels and dynamically determine input-dependent weights, generating a weighted sum to create an input-dependent kernel.

Another significant patent is "Processing Perspective View Range Images Using Neural Networks." This invention includes methods, computer systems, and apparatus for processing perspective view range images derived from sensor data. The images consist of a two-dimensional grid of pixels, each containing sensor measurement features and geometry information. The system employs a neural network to process these images efficiently, generating an output feature representation utilizing a geometry-dependent kernel.

Career Highlights

Jiquan Ngiam has had a remarkable career, having worked at prominent companies such as Coursera, Inc. and Waymo LLC. His experience at these organizations has played a crucial role in his development as an inventor, allowing him to apply his innovative techniques within leading-edge technology environments.

Collaborations

Throughout his career, Ngiam has collaborated with notable professionals in the field, including Vijay Vasudevan and Zhifeng Chen. These collaborations have contributed to his advancements in research and innovation, further solidifying his reputation as a leading inventor in artificial intelligence.

Conclusion

Jiquan Ngiam's impressive array of patents and his commitment to advancing neural network technology demonstrate his status as a forward-thinking inventor. His work not only enhances the capabilities of modern technology but also influences the future direction of artificial intelligence and machine learning. As he continues to innovate, the impact of his inventions is likely to be felt for years to come.