Nir Zoran

Title: The Innovative Mind of Nir Zoran

Introduction

Nir Zoran is a prominent inventor based in Ramat Gan, Israel. He has made significant contributions to the field of technology, particularly in the area of hardware acceleration for neural networks. His work is characterized by a focus on efficiency and performance in computational processes.

Latest Patents

Nir Zoran holds a patent for a low-power hardware acceleration method and system for convolution neural network computation. This innovative method involves processing a layer in a convolutional neural network by reading various subsets of input vector values and corresponding weight vector values from on-chip memory. The process includes storing these values in registers of multiple multiplication units and simultaneously processing them to obtain an output vector for the current layer. The technique utilizes floating point values and incorporates a unique approach to multiplying pairs of values by adding corresponding pairs of integers in a log domain. This method enhances the efficiency of neural network computations.

Career Highlights

Zoran is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology. His work at Samsung has allowed him to collaborate with other talented professionals in the field, contributing to the advancement of innovative solutions.

Collaborations

Some of Nir Zoran's notable coworkers include Shai Litvak and Evgeny Soloveichik. Their collaborative efforts have fostered an environment of creativity and innovation, leading to groundbreaking advancements in technology.

Conclusion

Nir Zoran's contributions to the field of hardware acceleration for neural networks exemplify his innovative spirit and dedication to advancing technology. His patent and work at Samsung Electronics Co., Ltd. highlight his role as a key player in the tech industry.