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Integration of In-Memory Analog Computing Architectures with Tensor Processing Units

Reference #: 1690 The University of South Carolina is offering licensing opportunities for Integration of In-Memory Analog Computing Architectures with Tensor Processing Units. Background: Tensor processing units (TPUs), specialized hardware accelerators for machine learning tasks, have shown significant performance improvements when executing general...

Published: 11/19/2024 | Inventor(s): Ramtin Mohammadizand, Mohommed Essa

Keywords(s):

Category(s): Engineering and Physical Sciences, Software and Computing, Advanced Materials

Waveform-Triggered Reception and Buffering for Millimeter-Wave Software-Defined Radios

Reference #: 01628 The University of South Carolina is offering licensing opportunities for waveform-triggered reception and buffering for millimeter-wave software-defined radios. Background: Millimeter-wave (mmWave) communications is one of the key enablers for high-throughput systems by allowing directive links over a large bandwidth. While there...

Published: 10/7/2024 | Inventor(s): Alphan Sahin

Keywords(s):

Category(s): Advanced Materials, Software and Computing

Wordification

Reference #: 1693 The University of South Carolina is offering licensing opportunities for Wordification. Background: Typical spelling instruction is largely memory based and ineffective for students who need the most help. Teacher training programs for more effective instruction exist but cost $3000-4000 per instructor. Students with different backgrounds...

Published: 6/13/2024 | Inventor(s): Stanley Dubinsky, Kyrstal Werfel, Lexington Whalen

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Category(s): Software and Computing

Methods for wireless unsupervised federated clustering with over-the-air computation

Reference #: The University of South Carolina is offering licensing opportunities for Methods for wireless unsupervised federated clustering with over-the-air computation. Background: Over-the-air computation (OAC) is a physical layer concept that can benefit a wide variety of applications for function computation over a bandwidth-limited wireless...

Published: 5/23/2024 | Inventor(s): Alphan Sahin

Keywords(s):

Category(s): Software and Computing

Portable Railroad Track Component Inspection System

Reference #: 01660 The University of South Carolina is offering licensing opportunities for Potable Railroad Track Component Inspection System Background: The Federal Railroad Administration (FRA) stipulates routine track inspections to maintain railroad safety and efficiency. However, conventional manual inspections are not only inefficient and...

Published: 8/21/2024 | Inventor(s): Yu Qian, Yi Wang

Keywords(s):

Category(s): Software and Computing

Assigning Trust Rating to AI Services Using Causal Impact Analysis

Reference #: 01617 The University of South Carolina is offering licensing opportunities for Assigning Trust Rating to AI Services Using Causal Impact Analysis Background: Today, it is very difficult for an AI user to know what the AI service is doing. This leads to users not trusting AI and most developers, who are genuine users and reuse others’...

Published: 2/28/2024 | Inventor(s): Biplav Srivastava, Kausik Lakkaraju, Marco Valtorta

Keywords(s): AI, artificial intelligence, black-box testing, causal models, fairness, rating, software testing, trust

Category(s): Software and Computing

Facial Recognition Based on Converted Spiking Neural Network

Reference #: 01602 The University of South Carolina is offering licensing opportunities for Facial Recognition Based on Converted Spiking Neural Network Background: The current method for facial recognition requires a lot of computing resources (high-performance computers) which is not portable, and the accuracy is very limited. Invention Description: We...

Published: 10/17/2024 | Inventor(s): Yu Qian, Youzhi Tang

Keywords(s): deep learning, Facial recognition, mobile computing, Spiking neural networks

Category(s): Software and Computing

Computer Aided Process Planning Software

Reference #: 01611 The University of South Carolina is offering licensing opportunities for Computer Aided Process Planning Software Background: Automated Fiber Placement (AFP) is an additive manufacturing technique using strips of composite material that is employed in the manufacturing of large aerospace structures. The inherent complexity of the...

Published: 10/22/2024 | Inventor(s): Ramy Harik, Joshua Halbritter, Alex Brasington

Keywords(s): Automated Fiber Placement, Defects, Optimization, Process Planning

Category(s): Software and Computing

Methods and Procedures for Synchronization and Over-the-Air Computation

Reference #: 01615 The University of South Carolina is offering licensing opportunities for Methods and Procedures for Synchronization and Over-the-Air Computation Background: Over-the-air computation (OAC) reduces the communication latency that linearly increases with the number of devices in a wireless network for machine learning applications....

Published: 2/28/2024 | Inventor(s): Alphan Sahin

Keywords(s): federated learning, non-coherent computation, over-the-air computation, software-defined radios, sychronization

Category(s): Software and Computing, Engineering and Physical Sciences

Multimodal Retrieval and Execution Monitoring Using Rich Recipe Representation

Reference #: 01587 The University of South Carolina is offering licensing opportunities for Multimodal Retrieval and Execution Monitoring Using Rich Recipe Representation Background: The content of recipes like for preparing food or assembling furniture exist as textual or image documents which makes it difficult for machines to read, reason and...

Published: 9/19/2023 | Inventor(s): Biplav Srivastava, Vishal Pallagani, Revathy Chandrasekaran Venka, Vedant Khandelwal, Kausik Lakkaraju

Keywords(s): Multimodal representation, Recipe search and recommendation, recipes, Workflows execution

Category(s): Software and Computing

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