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Hardware-Agnostic Message Passing Interface for Heterogeneous Computing Systems
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Stand-Alone Accelerator Protocol (SAP) for Heterogeneous Computing Systems
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Software-Defined Board Support Package (SW-BSP) for Stand-Alone Reconfigurable Accelerators
Today's high-performance computing (HPC) systems are largely structured based on traditional central processing units (CPUs) with tightly coupled general-purpose graphics processing units (GPUs, which can be considered domain-specific accelerators). GPUs have a different programming model than CPUs and are only efficient in exploiting spatial parallelism...
Published: 4/4/2025   |   Inventor(s): Michael Riera, Fengbo Ren, Masudul Quraishi, Erfan Bank Tavakoli
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Transformer-Less, Reduced Volume PV Inverter Topology
Inverters are devices typically used in solar power generation systems to convert electric current to a more useful type, but are prone to failure and are the main cause of malfunction in solar power systems. Using transformer-less (TL) inverters is a desirable alternative because of their higher efficiency, lower size, and lower cost. However, TL inverters...
Published: 4/2/2025   |   Inventor(s): Rajapandian Ayyanar, Yinglai Xia, Jinia Roy
Keywords(s): Power Electronics, Power generation, PV inverter, PWM converters
Category(s): Alternative Energy, Applied Technologies, Computing & Information Technology, Energy & Power, Physical Science, Semiconductor Devices, Semiconductors, Materials & Processes
CNN Architecture for Disease Identification from Retinal Images
The rise of artificial intelligence is changing the shape of many different fields, and ophthalmic medicine is no exception. Convolutional neural networks (CNNs) have achieved remarkable results in the assisted diagnosis of ophthalmic diseases. However, they face challenges such as limited labeling and small dataset sizes. In recent years, self-supervised...
Published: 3/19/2025   |   Inventor(s): Yalin Wang, Xin Li, Wenhui Zhu, Oana Dumitrascu
Keywords(s): Medical Devices and Imaging, Medical Software
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs), Medical Imaging
Automated Identification of Seizure Onset Zone (SOZ) in rs-fMRI
Epilepsy is a debilitating disorder that affects 50 million people worldwide, including one in 150 children. Some patients with epilepsy (including roughly 20-40% of children) suffer from refractory seizures despite treatment with anticonvulsants, i.e. pharmaco-resistant epilepsy (PRE), which results in increased morbidity and mortality. Early identification...
Published: 2/13/2025   |   Inventor(s): Payal Kamboj, Ayan Banerjee, Sandeep Gupta
Keywords(s):  
Category(s): Artificial Intelligence/Machine Learning, Computing & Information Technology, Imaging, Life Science (All LS Techs), Medical Imaging
Method for Repurposing FDA-approved Therapeutics & Composition for Treating Mesothelioma
The amount of time and money that goes into getting a drug from initial discovery to FDA approval is substantial, typically involving at least 10 years and hundreds of millions of dollars. Because of this, there has been a growing interest in repurposing drugs which have previously been approved for human use, particularly since their MOA as well as...
Published: 2/18/2025   |   Inventor(s): Chris Plaisier, Sierra Wilferd, Choung Hoang
Keywords(s): Cancer, Drug, Drug Discovery
Category(s): Pharmaceuticals, Cancer, Cancer Therapeutics, Artificial Intelligence/Machine Learning, Computing & Information Technology, Life Science (All LS Techs)
Precision Medicine for Psychedelic Therapies
Stress related psychiatric disorders (SRPDs) such as post-traumatic stress disorder (PTSD), major depressive disorder (MDD), mood disorders, psychotic disorders, anxiety disorders, substance use disorders (SUDs) and more, are a leading disease burden worldwide with increasing diagnoses among adolescents as well as adults. They are influenced by both...
Published: 3/17/2025   |   Inventor(s): Candace Lewis
Keywords(s):  
Category(s): Life Science (All LS Techs), Non-Cancer Therapeutics, Pharmaceuticals, Computing & Information Technology, Artificial Intelligence/Machine Learning
Weight-Agnostic Federated Neural Architecture Search
Federated learning (FL) is envisaged to be a promising solution for collaboratively training a machine learning model while keeping the training data decentralized and private. For example, in FL, different participants might have different samples of data from different classes. Some participants might have no samples from some of the subclasses...
Published: 2/13/2025   |   Inventor(s): Rida Bazzi, Om Thakkar
Keywords(s): Algorithm Development, Machine Learning, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science, Artificial Intelligence/Machine Learning
Cyber-Physical Interaction Aware Test Case Generation to Identify Operational Changes
Present day autonomous systems are cyber-physical systems (CPS) that involve multi-dimensional interaction between the cyber machine and the operational environment. One of the key aspects of these autonomous systems is that interaction patterns change over the lifetime of usage. Changes in CPS interaction patterns can be unintentional or intentional...
Published: 2/13/2025   |   Inventor(s): Sandeep Gupta, Aranyak Maity, Ayan Banerjee, Imane Lamrani
Keywords(s): Algorithm Development, Inspection, Machine Learning, PS-Computing and Information Technology, Test
Category(s): Computing & Information Technology, Physical Science, Artificial Intelligence/Machine Learning
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