Steve Kyle Esser

Title: Steve Kyle Esser: Innovator in Neural Network Technologies

Introduction

Steve Kyle Esser is a prominent inventor based in San Jose, California. He has made significant contributions to the field of artificial intelligence, particularly in neural networks. With a total of three patents to his name, Esser's work focuses on enhancing the efficiency and precision of neural inference processes.

Latest Patents

One of Esser's latest patents is titled "Learned Step Size Quantization." This innovation involves a system that comprises an artificial neural network and a computing node. The artificial neural network features a quantizer with a configurable step size, which quantizes input values to produce quantized input values. Additionally, it includes a matrix multiplier that applies weights to these values to generate output values with varying precision. The computing node is designed to provide training input data and optimize the step size based on gradients.

Another notable patent is the "Flexible Precision Neural Inference Processing Unit." This invention introduces neural inference chips that include a neural core with a vector-matrix multiplier, a vector processor, and an activation unit. These components are capable of operating at variable precision, enhancing the adaptability of neural inference applications.

Career Highlights

Steve Kyle Esser is currently employed at International Business Machines Corporation (IBM), where he continues to develop innovative technologies in the field of artificial intelligence. His work at IBM has positioned him as a key player in advancing neural network capabilities.

Collaborations

Esser has collaborated with notable colleagues such as Dharmendra S Modha and Rathinakumar Appuswamy. These partnerships have contributed to the development of cutting-edge technologies in neural networks and artificial intelligence.

Conclusion

Steve Kyle Esser is a distinguished inventor whose work in neural networks has led to significant advancements in artificial intelligence. His patents reflect a commitment to improving the efficiency and precision of neural inference processes. Esser's contributions continue to shape the future of technology in this rapidly evolving field.