Ricardo A Collado

Title: Innovations of Ricardo A Collado

Introduction

Ricardo A Collado is an accomplished inventor based in Melrose, MA (US). He has made significant contributions to the field of deep learning and quantum computing. His innovative work focuses on methods and apparatus for time-series forecasting, showcasing his expertise in advanced technologies.

Latest Patents

Ricardo holds a patent titled "Methods and apparatus for time-series forecasting using deep learning models of a deep belief network with quantum computing." This patent describes an apparatus that includes a Deep Belief Network (DBN) configured to receive input data via a processor. The processor initializes weights for a learning model of the DBN based on the input data. It generates a representation of the input data and transmits the weights, input data, and representation to a quantum compute device. The processor receives sampled values from the quantum compute device using an optimization function and updates the weights to train the learning model. The trained model is designed to generate an updated representation of the input data and produce output data via a regression layer.

Career Highlights

Ricardo is currently employed at Ernst & Young LLP, where he applies his innovative skills in a professional setting. His work at the firm allows him to collaborate with other talented professionals in the field.

Collaborations

Some of Ricardo's notable coworkers include Sherif Barrad and Biren Agnihotri. Their collaboration fosters a creative environment that enhances the development of innovative solutions.

Conclusion

Ricardo A Collado is a prominent inventor whose work in deep learning and quantum computing is paving the way for advancements in time-series forecasting. His contributions are significant in the realm of technology and innovation.