Douglas D Turner

Title: Douglas D. Turner: Innovator in Neural Network Technology

Introduction

Douglas D. Turner is a notable inventor based in Kokomo, IN (US). He has made significant contributions to the field of neural networks, holding a total of 2 patents. His work focuses on advanced technologies that enhance the capabilities of integrated circuits and pattern recognition systems.

Latest Patents

One of his latest patents is for a "Configurable Neural Network Integrated Circuit." This innovative neural network IC includes dedicated processing elements (PEs), an output register for storing outputs, and various output circuits connected to selected PEs. Each PE is equipped with a weight memory for storing input, output, and bias weight arrays, along with FIFO memory for input data. The dot product circuit within the PE computes various dot products and sums the results, while the activation circuit maps the output through an activation function. This design allows for the configuration of arbitrary feed-forward and recurrent neural network architectures.

Another significant patent is for a "Method and Apparatus for Distinguishing Between Deployment Events." This invention utilizes a pattern recognition system in a supplementary inflatable restraint (SIR) system to differentiate between deployment and non-deployment events. The system employs dedicated hardware or a microprocessor programmed for neural network simulation using crash data, specifically vehicle acceleration data. Training and trial vectors are generated from this data to train and test the neural network effectively.

Career Highlights

Douglas D. Turner is currently associated with Delco Electronics Corporation, where he continues to innovate in the field of electronics and neural networks. His work has been instrumental in advancing technologies that improve safety and efficiency in automotive systems.

Collaborations

Throughout his career, Turner has collaborated with talented individuals such as Gabriela Breuer and David Dexter Lynch. These collaborations have contributed to the development of cutting-edge technologies in his field.

Conclusion

Douglas D. Turner is a prominent inventor whose work in neural network technology has paved the way for advancements in integrated circuits and safety systems. His contributions continue to influence the industry and inspire future innovations.