This inventor holds 4 USPTO granted patents. Top assignee: Texas Instruments Corporation. Active years: 1996-2000.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Location History:
- Santa Rufina, IT (1997)
- Citta'Ducale, IT (1998)
- Foggia, IT (1996 - 2000)
Company Filing History:
Years Active: 1996-2000
Title: Girolamo Gallo: Innovator in Neural Networks and Character Recognition
Introduction
Girolamo Gallo is a notable inventor based in Foggia, Italy. He has made significant contributions to the fields of neural networks and character recognition. With a total of 4 patents to his name, Gallo's work has advanced the understanding and application of machine learning technologies.
Latest Patents
Gallo's latest patents include a method for speeding up the convergence of the back-propagation algorithm. This method enhances the learning process in multilayer perceptron neural networks, which are designed to recognize a set of samples. The approach consists of three stages: progressively increasing the network's learning capability by adding new samples, incorporating previously unrecognized samples, and enhancing learning through the corruption of recognized and unrecognized samples.
Another significant patent is for a method and apparatus for recognizing script-written characters. This invention involves digitizing characters entered through specific means and storing them in memory. The process extracts topological and vector features from the characters, which are then compared to a set of reference characters. A logic process identifies the script-written character by matching features, allowing for varied weighting of features for different scripts to improve accuracy.
Career Highlights
Gallo is currently employed at Texas Instruments Corporation, where he continues to innovate in the field of technology. His work has been instrumental in developing advanced algorithms that enhance machine learning capabilities.
Collaborations
Gallo has collaborated with notable coworkers, including Cristina Lattaro and Giuseppe Savarese. Their combined expertise has contributed to the success of various projects within the company.
Conclusion
Girolamo Gallo's contributions to neural networks and character recognition demonstrate his innovative spirit and technical expertise. His patents reflect a commitment to advancing technology and improving machine learning processes.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile