Company Filing History:
Years Active: 2022-2025
Title: Jim Peterson: Innovator in Animal Behavioral Monitoring
Introduction
Jim Peterson is a notable inventor based in Bar Harbor, ME (US). He has made significant contributions to the field of animal behavioral monitoring, holding a total of 3 patents. His work focuses on developing systems and methods that enhance the understanding of animal behavior, particularly in small rodents.
Latest Patents
One of Jim's latest patents involves long-term and continuous animal behavioral monitoring. This innovative system provides continuous monitoring of animal behavior through various modalities, including video, audio, and other sensors. The system is designed to include cameras, arena design, environmental sensors, and ultrasonic sensors, making it suitable for mouse behavioral studies. A key feature of this invention is a neural network-based tracker that processes video data acquired by the monitoring system. Jim has tested three different neural network architectures to evaluate their performance on genetically diverse mice under varying environmental conditions. Notably, an encoder-decoder segmentation neural network has demonstrated high accuracy and speed with minimal training data. This versatile neural network tracker can be adapted to other experimental paradigms and even extended to other animals through transfer learning, providing a robust solution for bio-behavioral research.
Career Highlights
Jim Peterson is currently employed at The Jackson Laboratory, where he continues to advance his research in animal behavior. His work has garnered attention for its innovative approach and practical applications in the field of behavioral science.
Collaborations
Jim collaborates with esteemed colleagues, including Vivek Kumar and Brian Q Geuther, who contribute to the research and development of his projects.
Conclusion
Jim Peterson's contributions to animal behavioral monitoring exemplify the intersection of technology and biological research. His innovative patents and collaborative efforts continue to push the boundaries of understanding animal behavior.