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: 6/28/2024   |   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
Method To Detect Driver Phone Use Leveraging Car Speakers
Systems and methods for determining a location of a device in a space in which speakers are disposed. The methods involve receiving a Combined Audio Signal (“CAS”) by an MCD microphone. The CAS is defined by a Discrete Audio Signal (“DAS”) output from the speakers. DAS may comprise at least one Sound Component (“SC”)...
Published: 4/26/2021   |   Inventor(s): Jie Yang, Simon Sidhom, Gayathri Chandrasekaran, Tam Vu, Hongbo Liu, Nicolae Cecan, Yingying Chen, Marco Gruteser, Richard Martin
Keywords(s):  
Category(s): Information Assurance/Cyber Security