Kenneth Stewart

Title: Innovations by Kenneth Stewart

Introduction

Kenneth Stewart is an accomplished inventor based in Bradenton, FL (US). He holds a total of 4 patents that showcase his expertise in neuromorphic computing and gesture recognition technologies. His work has significantly contributed to advancements in the fields of artificial intelligence and machine learning.

Latest Patents

One of Kenneth's latest patents is titled "Self-learning neuromorphic gesture recognition models." This patent describes methods, systems, and apparatus for updating a trained gesture recognition model deployed on a neuromorphic processor. The model is designed to process data characterizing 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, leading to updates in the gesture recognition model based on learning rules.

Another significant patent 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 trained acoustic model and a set of feature coefficients representing acoustic energy from input audio. The acoustic model predicts speech sounds based on these coefficients and updates its parameters using learning rules.

Career Highlights

Kenneth has worked with notable companies, including Accenture Global Solutions Limited. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the tech industry.

Collaborations

Throughout his career, Kenneth has collaborated with talented individuals such as Lavinia Andreea Danielescu and Timothy M Shea. These collaborations have fostered a creative environment that has led to groundbreaking innovations.

Conclusion

Kenneth Stewart's contributions to the fields of gesture recognition and speech recognition through his patents highlight his innovative spirit and technical expertise. His work continues to influence advancements in neuromorphic computing and artificial intelligence.