Search Results - mohammadreza+soltaniyeh

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Method and Apparatus to Accelerate Convolutional Neural Networks
­ ​ The overall architecture of the accelerator with the Im2Col unit and a systolic array based GEMM unit Invention Summary: Neural network is widely used in numerous domains such as video processing, speech recognition, and natural language processing. It includes the training phase which is performed in the cloud or on a larger cluster...
Published: 5/2/2024   |   Inventor(s): Richard Martin, Santosh Nagarakatte, Mohammadreza Soltaniyeh
Keywords(s):  
Category(s): Technology Classifications > Artificial Intelligence & Machine Learning
Methods for Wet Torrefaction of a Biomass
Background Lignocellulosic biomass is an important and abundant source of renewable energy. However, difficulties in transportation and handling cause issues with the commercialization of its use, due to its low bulk density and tendency to rot if not stored properly. Thermochemical pretreatment through a process of wet torrefaction increases the mass...
Published: 1/31/2023   |   Inventor(s): Charles Coronella, Victor Vasquez, Mohammad Reza, Wei Yan
Keywords(s): Energy and Renewables
Category(s): Technology Classifications > Energy & Environment