Mark A Kramer

Title: Mark A. Kramer: Innovator in Pattern Mapping Systems

Introduction

Mark A. Kramer is an accomplished inventor based in Winchester, MA, known for his groundbreaking work in developing innovative technologies. With a dedicated focus on enhancing reliability in pattern mapping systems, Kramer has made a significant contribution to the field through his patented invention.

Latest Patents

Kramer's sole patent, titled "Method and Apparatus for Pattern Mapping System with Self-Reliability," presents a novel approach to providing indication of reliability in pattern or category selections generated by output nodes. This system not only quantitatively measures error in outputs but also determines when training has been insufficient for accurate responses to input patterns. The error indications are calculated based on the outputs produced in response to inputs and the accuracy of the fitted training data. Additionally, the system identifies training insufficiencies based on the local density of training data relevant to the input pattern, enhancing the overall functionality and robustness of mapping systems.

Career Highlights

Mark A. Kramer is affiliated with the Massachusetts Institute of Technology, a prominent academic institution known for its contributions to science and technology. His role at MIT allows him to leverage a collaborative environment that fosters innovative ideas and research advancement.

Collaborations

Throughout his career, Kramer has worked alongside esteemed colleagues, including James A. Leonard and Lyle H. Ungar. Their collaborative efforts contribute to the enrichment of research and innovation within the field of pattern mapping technologies, creating a synergy that promotes cutting-edge advancements.

Conclusion

Mark A. Kramer stands out as a notable inventor in the realm of pattern mapping systems, with a unique patent that emphasizes reliability and accuracy. His work at the Massachusetts Institute of Technology and collaborations with fellow researchers exemplify his commitment to driving forward the boundaries of technology and innovation in his field.