Company Filing History:
2 out of 15,462 
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1 out of 689 
Years Active: 2023
Title: Innovations by Inventor Mohammed Fouda
Introduction
Mohammed Fouda is an accomplished inventor based in Irvine, California. He holds two patents that showcase his expertise in the field of resistive random access memory (ReRAM) and deep learning technologies. His innovative contributions have the potential to significantly impact the development of advanced computing systems.
Latest Patents
One of his latest patents is titled "Stuck-at fault mitigation method for ReRAM-based deep learning accelerators." This invention addresses the issue of distorted output values caused by stuck-at faults in ReRAM hardware. The method involves confirming the distorted output using a correction data set in a pre-trained deep learning network. It also includes updating the average and standard deviation of a batch normalization layer and folding this layer into a convolution or fully-connected layer to derive a normal output value.
Another significant patent is "Non-stationary polar codes for resistive memories." This invention presents various approaches for a controller that generates and utilizes non-stationary polar codes for encoding and decoding information. The method includes performing a linear operation on information vectors to create a polar encoded representation, which is enhanced by a channel-dependent permutation based on statistical characterization analysis of memory channels.
Career Highlights
Mohammed has worked with notable institutions, including the University of California and the Unist-Academy Industry Research Corporation. His work in these organizations has allowed him to collaborate with leading experts in the field and contribute to groundbreaking research.
Collaborations
Some of his notable coworkers include Ahmed Mohamed Eltawil and Fadi Joseph Kurdahi. Their collaborative efforts have further advanced the research and development of innovative technologies in the field of memory systems and deep learning.
Conclusion
Mohammed Fouda's contributions to the field of technology through his patents and collaborations highlight his role as a significant inventor. His work continues to pave the way for advancements in computing and memory technologies.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.