Yen-kai Lin

Title: Innovations of Yen-kai Lin in Artificial Neural Networks

Introduction

Yen-kai Lin is a prominent inventor based in San Jose, CA, known for his contributions to the field of artificial intelligence. He has developed innovative methods that enhance the functionality of artificial neural networks, particularly through the use of compute-in-memory accelerators.

Latest Patents

Yen-kai Lin holds a patent titled "Methods of operating an artificial neural network using a compute-in-memory accelerator and a bitwise activation function." This patent describes a method that involves providing an artificial neural network with a compute-in-memory accelerator. The network includes a hidden layer with a first plurality of artificial neurons. The training process utilizes a bitwise modified rectified linear unit activation function, which generates outputs based on specific input thresholds. This innovative approach allows for more efficient processing within neural networks.

Career Highlights

Yen-kai Lin is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology in artificial intelligence. His work has significant implications for the development of smarter and more efficient computing systems.

Collaborations

Throughout his career, Yen-kai Lin has collaborated with notable colleagues, including Jing Wang and Yuanchen Chu. These partnerships have fostered a creative environment that encourages the exchange of ideas and advancements in technology.

Conclusion

Yen-kai Lin's contributions to artificial neural networks exemplify the innovative spirit of modern inventors. His work at Samsung Electronics Co., Ltd. and his patented methods are paving the way for future advancements in artificial intelligence.