Company Filing History:
Years Active: 2023-2025
Title: Innovations of Timothy M Shea
Introduction
Timothy M Shea is a notable inventor based in Merced, California. He has made significant contributions to the field of neuromorphic computing, particularly in gesture and speech recognition technologies. With a total of four patents to his name, Shea's work is at the forefront of innovative solutions in artificial intelligence.
Latest Patents
One of Shea's latest patents is focused on self-learning neuromorphic gesture recognition models. This invention describes methods, systems, and apparatus for updating a trained gesture recognition model deployed on a neuromorphic processor. The model is designed to process data that characterizes new gestures and determine their classifications. The method involves receiving data that characterizes a new gesture and generating a new embedding in a latent space. It also includes determining distances between clusters of reference embeddings and the new embedding, which aids in updating the gesture recognition model.
Another significant patent by Shea is the self-learning neuromorphic acoustic model for speech recognition. This invention outlines methods and systems for recognizing speech using a spiking neural network acoustic model implemented on a neuromorphic processor. The method includes receiving a set of feature coefficients that represent the acoustic energy of input audio. The acoustic model predicts speech sounds based on these coefficients and updates its parameters using learning rules based on the predicted speech sounds.
Career Highlights
Timothy M Shea is currently employed at Accenture Global Solutions Limited, where he continues to develop innovative technologies. His work has positioned him as a key player in the advancement of neuromorphic computing applications.
Collaborations
Shea collaborates with talented individuals such as Maziyar Baran Pouyan and Yao A Yang, contributing to a dynamic and innovative work environment.
Conclusion
Timothy M Shea's contributions to neuromorphic computing and artificial intelligence are noteworthy. His patents reflect a commitment to advancing technology in gesture and speech recognition. Shea's work continues to influence the field and inspire future innovations.
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