Search Results - richard+martin

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Detecting Driver Phone Usage Exploiting Inertial Sensors

Scheme showing how the technology determines the cell phone location. Invention Summary: According to the Insurance Institute for Highway Safety (IIHS), “The National Safety Council reports that cell phone use while driving leads to 1.6 million crashes each year. With nearly 660,000 injuries occur each year from accidents caused by texting...

Published: 12/4/2024 | Inventor(s): Marco Gruteser, Richard Martin, Yan Wang (Non-RU), Yingying Chen (Non-RU)

Keywords(s): Wireless

Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Physical Sciences & Engineering

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