Allen L Gorin

Title: Innovations of Allen L. Gorin

Introduction

Allen L. Gorin is a notable inventor based in Fairlawn, NJ, with a total of four patents to his name. His work primarily focuses on advancements in machine learning and signal processing technologies. Gorin's contributions have significantly impacted the fields of computing and artificial intelligence.

Latest Patents

One of Gorin's latest patents is a machine-based learning system. This system receives inputs and proposes outputs using a network of connection weights to relate the inputs to the outputs. When a user affirms a proposed output, the system adjusts the connection weights to strengthen the relationship between elements of the inputs and that output. Learning occurs in the course of successive iterations as the connection weights adapt to relationships between semantically significant input elements and related outputs. The system can be used to acquire language from inputs provided in the form of text or speech, allowing the connection weights to adapt to semantically significant words without the need for defining word meanings. This language acquisition method contrasts with previous systems where words were predefined.

Another significant patent is the reconfigurable signal processor. This invention features an interconnection scheme among the processing elements (PEs) of a multiprocessor computing architecture. It realizes, through PE reconfiguration, both fault tolerance and a wide variety of different processing topologies, including binary trees and linear systolic arrays. By employing a novel variant on a tree expansion scheme, the invention allows for arbitrary up-sizing of the PE count to build virtually any size of tree network, maintaining a high degree of fault tolerance and reconfigurability.

Career Highlights

Gorin has made substantial contributions to the field while working at AT&T Bell Laboratories. His innovative work has led to advancements in both machine learning and signal processing, showcasing his expertise and dedication to technology.

Collaborations

Throughout his career, Gorin has collaborated with notable colleagues, including Patrick A. Makofsky and Richard Robert Shively. These collaborations have further enriched his work and contributed to the development of groundbreaking technologies.

Conclusion

Allen L. Gorin's innovative patents and contributions to technology reflect his significant role in advancing machine learning and signal processing. His work continues to influence the fields of computing and artificial intelligence, showcasing the importance of innovation in today's technological landscape.