Ori Shental

Title: The Innovative Mind of Ori Shental

Introduction

Ori Shental, an accomplished inventor based in Holmdel, NJ, has made significant contributions to the fields of deep learning and communication systems. With a total of four patents to his name, Ori has showcased his ingenuity and expertise through his groundbreaking inventions.

Latest Patents

Among Ori Shental's latest patents is the innovative method of "Deep Learning Eigen-Beamforming." This method includes initializing a first recurrent neural network with a specific vector and iteratively training a weight matrix for the layers of the network. The process involves using a channel covariance matrix and outputs from previous layers, which ultimately leads to the determination of a first eigenvector. This eigenvector plays a crucial role in executing beamforming for multiple input and output reception and/or transmission.

Another notable patent from Ori focuses on "Learning in Communication Systems." This invention outlines an apparatus and method that initializes trainable parameters of a receiver in a transmission system. The receiver comprises several modules, including a demodulation module for demodulating received symbols and a quantization module for generating quantized versions of those symbols. By receiving a training sequence of messages, obtaining a loss function, and updating the trainable parameters accordingly, the system significantly enhances the accuracy and efficiency of communication.

Career Highlights

Ori Shental has held key positions in esteemed companies such as Nokia Technologies and Nokia Solutions and Networks. His experience in these leading technology firms has allowed him to develop and refine his innovative ideas, contributing to advancements in communication technologies.

Collaborations

Throughout his career, Ori has collaborated with notable coworkers, including Olli Piirainen and Jaakko Vihriälä. These partnerships have not only enriched his professional journey but also facilitated the exchange of ideas, leading to the successful development of his groundbreaking patents.

Conclusion

With a steadfast commitment to innovation and an impressive portfolio of patents, Ori Shental stands out as a remarkable inventor in the realm of deep learning and communication systems. His contributions continue to pave the way for future advancements in technology, showcasing the impact of dedicated inventors in shaping our digital landscape.