Zachary J Boll

Title: Innovations of Zachary J Boll

Introduction

Zachary J Boll is an accomplished inventor based in Nashua, NH (US). He has made significant contributions to the field of technology, particularly in the areas of neural networks and image compression. With a total of 2 patents, Boll's work showcases his innovative approach to solving complex problems.

Latest Patents

One of Boll's latest patents is titled "Threat-agnostic neural network discriminator." This invention involves a neural network discriminator that includes a neural network autoencoder and a scorer. The scorer compares an original signal or signature with a reconstructed signal or signature generated in the neural network autoencoder. It generates a similarity score based on this comparison. If the similarity score exceeds a threshold value, the discriminator determines that the source of the original signal is a positive indicator. In certain scenarios, this positive indicator refers to a threat, such as a missile or other enemy object that may cause harm, from an open set of signal signatures that the discriminator has never learned or been exposed to. Additionally, the discriminator can identify clutter signatures from the open set of signatures that it has never encountered.

Another notable patent by Boll is for a "Lossless compression of high framerate imagery." This system includes at least one non-transitory computer-readable storage medium with instructions that, when executed by a processor, implement operations to compress high frame rate imagery in a lossless manner. The system features logic to encode frame deltas to decrease pixel dynamic range, logic to localize frame deltas, and logic to encode subframes with lookback history to further decrease pixel dynamic range for temporary obstructions.

Career Highlights

Zachary J Boll is currently employed at BAE Systems Information and Electronic Systems Integration Inc. His work at this esteemed company has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.

Collaborations

Boll has collaborated with notable coworkers, including Michael N Mercier and Jeffrey A Wallace. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Zachary J Boll's contributions to the fields of neural networks and image compression highlight his innovative spirit and dedication to advancing technology. His patents reflect a commitment to addressing complex challenges in modern technology.