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Universal Linear Intensity Transformations Using Spatially-Incoherent Diffractive Processors (Case No. 2023-192)

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel platform technology to facilitate the design of all-optical visual processors, which can be used to perform advanced computational tasks at the speed of light. Background: Information processing via light is a cutting-edge field among optics...

Published: 4/5/2024 | Inventor(s): Aydogan Ozcan, MD Sadman Rahman, Xilin Yang

Keywords(s): Adaptive Optics, Algorithm Optical Coherence Tomography, all-optical diffractive computing, all-optical transformation, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, Atomic Force Microscopy Optical Tweezers, computational imaging, deep diffractive network, Deep Learning, Deep learning-based sensing, diffractive processor, Dispersion (Optics), Electron Microscope, Electro-Optics, fluorescence microscopy, Focus (Optics), Infrared Electromagnetic Spectrum Dispersion (Optics), interference processor, large language model (LLNMs), linear optics, linear transformations, Machine Learning, Microscope, Microscopy, Microscopy And Imaging, Near-Field Scanning Optical Microscope, neural networks, Nonlinear Optics, non-linear optics, Optical Coherence , Optical Communication , Optical computing, Optical Fiber Copper Wire And Cable, optical implementation, Optical Microscope, Optical networks, optical processor, optical transmission, Optics Parabolic Reflector Curved Mirror, phase-only diffractive network, reverse engineered optical system, Software, Software & Algorithms, Software Development Tools, spatially-incoherent light, start to end optics design, Surgical Instrument Optical Coherence Tomography, three dimensional imaging, visual computing, Waferscale Processors

Category(s): Optics & Photonics, Optics & Photonics > Microscopy, Platforms, Software & Algorithms > Image Processing, Electrical, Electrical > Signal Processing, Electrical > Computing Hardware

A System for Active Learning for Automatic Target Recognition of SAR Data (Case No. 2022-175)

Summary: UCLA's Department of Mathematics researchers have developed an innovative method for the rapid and precise interpretation of SAR imagery, setting a new standard in image analysis efficiency. Background: Synthetic aperture radar (SAR) is utilized as an image reconstruction method for a wide array of applications, including satellite...

Published: 11/28/2023 | Inventor(s): Andrea Bertozzi, Kevin Miller

Keywords(s): active learning, AI algorithms, Algorithm, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, Artificial Neural Network Artificial Neuron, artificial-intelligent materials, Computer Aided Learning, Deep Learning, Deep learning-based sensing, defense applications, design software, feature space, human-in-the-loop, Imaging, Machine Learning, Medical artificial intelligence (AI), Remote Sensing, satellite imaging, Software, Software & Algorithms, Software Development Tools, Synthetic aperture radar (SAR), target detection, three dimensional imaging, Unsupervised Learning

Category(s): Software & Algorithms, Software & Algorithms > Image Processing, Software & Algorithms > Security & Privacy, Software & Algorithms > Data Analytics, Software & Algorithms > Artificial Intelligence & Machine Learning

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel software tool that leverages artificial intelligence to assist with a user’s expressive writing process. Background: With the recent rise in mental health diagnoses and awareness, there is a higher demand for mental health services which...

Published: 12/20/2023 | Inventor(s): Xiang Chen, Ruolin Wang

Keywords(s): active learning, Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, artificial intelligence augmentation, Artificial Neural Network, clinical mental health, design software, expressive writing, human-centered computing, intervention, Machine Learning, Mental health, Software, Software & Algorithms, Software Development Tools, talk therapy, therapy

Category(s): Software & Algorithms, Software & Algorithms > Artificial Intelligence & Machine Learning

Intelligent, Adaptive, and Multimodal Data-Driven Epileptogenic Zone Identification and Cognitive Function Mapping Platform (UCLA Case No. 2023-214)

Summary: UCLA researchers in the Departments of Neurology and Electrical and Computer Engineering have developed a data-driven, deep learning-powered software platform to localize epileptogenic tissues in the brain and cognitively map nearby regions. Background: According to the World Health Organization, 50 million people around the world suffer...

Published: 1/24/2024 | Inventor(s): Vwani Roychowdhury, Hiroki Nariai, Richard Staba, Yipeng Zhang

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Artificial Intelligence, Artificial Neural Network, Biomonitoring, Brain Mapping, Condition monitoring, Deep Learning, Digital Health, Digital Pathology, Electroencephalography (EEG), Epilepsy, Hospital Systems And Devices, Medical Device, Medical Devices and Materials, Monitoring (Medicine), Monitoring And Recording Systems, MRI, PET, remote monitoring, Software, Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Digital Health, Software & Algorithms > Artificial Intelligence & Machine Learning, Medical Devices, Medical Devices > Medical Imaging, Medical Devices > Monitoring And Recording Systems

A Behavioral Method of Cognitive Assessment and Training, and Cognitive Decline Remediation (UCLA Case No. 2023-061)

Summary: UCLA researchers in the Department of Psychology have developed a simple and fast computerized test to assess cognition (and detect possible cognitive impairment), and a novel game-like method to produce cognitive and memory improvements. Background: In the United States, approximately two out of three adults aged 70 and over experience...

Published: 11/7/2023 | Inventor(s): Ladan Shams

Keywords(s): cognitive function, Cognitive Therapy, drift diffusion model, Memory, Mild Cognitive Impairment, multisensory integration, Neurocognitive, Neuropsychological Test, Perceptual Learning, perceptual processing, Psychiatry / Mental Health, Psychology, Psychotherapy, Sensory System, Software, Software & Algorithms, Software Development Tools

Category(s): Software & Algorithms, Life Science Research Tools, Life Science Research Tools > Research Methods

Quantitative COVID-19 Scores Using High Resolution Computed Tomography (UCLA Case No. 2022-225)

Summary: UCLA researchers in the Department of Radiology have developed an innovation algorithm that measures lung damage associated with COVID-19 using computed tomography (CT) data. Background: Computed tomography (CT) scans are essential in diagnosing and monitoring different types of lung damage. At present, radiologist manually inspect CT scans...

Published: 7/19/2023 | Inventor(s): Hyun (Grace) Kim, Jonathan Gerald Goldin, Fereidoun Abtin, Pang Yu Teng, Matthew Brown

Keywords(s): Angiogenesis Acute Lung Injury, Computer-Aided Design, Computer-Aided Diagnosis, Computerized Tomography scan (CT), COVID pneumonia, CT, HRCT, Lung, Lung Pulmonology, Pneumonia, Pulmonary fibrosis, Respiratory & Pulmonary, Software, Software & Algorithms

Category(s): Software & Algorithms, Medical Devices > Medical Imaging, Therapeutics > Infectious Diseases > COVID, Medical Devices > Medical Imaging > CT

2017-730 Reducing Computational Complexity of Training Algorithms for Artificial Neural Networks

Summary: Researchers at UCLA have developed a novel mathematical theorem to revolutionize the training of large-scale artificial neural networks (ANN). Background: Artificial neural networks (ANNs) have gained popularity in recent years due to their exceptional performance and applicability to a wide array of machine learning applications. ANNs digitally...

Published: 7/19/2023 | Inventor(s): Khalid Youssef, Louis-Serge Bouchard

Keywords(s): Advanced Computing / AI, Life Science Research Tools, Medical Imaging, Software, Software & Algorithms

Category(s): Life Science Research Tools, Software & Algorithms, Medical Devices > Medical Imaging, Electrical > Quantum Computing, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Programs

Waferscale Computing, Emerging Memory Systems, and Lightweight Machine Learning Systems - Puneet Gupta

2022-051 Reliable and Fault-Tolerant Clock Generation and Distribution for Chiplet-Based Waferscale Processors Researchers at UCLA have developed an on-chip fast clock which can be integrated into each chiplet. By doing this, the fast clock can be propagated from one chiplet to another. This provides consistent clock signaling to large systems as well...

Published: 7/19/2023 | Inventor(s): Puneet Gupta

Keywords(s): Artificial Intelligence, Chipset, DDR4 SDRAM, Electrical Engineering, Electronics & Semiconductors, Semiconductor, Semiconductor Device, Semiconductors, Software, Software & Algorithms

Category(s): Electrical, Electrical > Electronics & Semiconductors, Electrical > Signal Processing, Materials > Semiconducting Materials, Software & Algorithms > Artificial Intelligence & Machine Learning, Electrical > Electronics & Semiconductors > Memory

2022-268 a Novel Method to Capture Clinical Data and Automatically Upload to National Registries

Summary: UCLA researchers in the Department of Cardiac Surgery have developed a program that facilitates data entry of patient information and simplifies integration with the requirements of the Extracorporeal Life Support Organization (ELSO) that is user-friendly, quick, and robust to human error. Background: The Extracorporeal Life Support Organization...

Published: 7/19/2023 | Inventor(s): Peyman Benharash

Keywords(s): Big Data, Data Acquisition, Data Aggregator, Data Recovery, Data Structure, Digital Health, Global Health, Life Expectancy, Membranes, Oxygen, Oxygen Saturation, Public Health, Software, Software Development Tools

Category(s): Software & Algorithms, Software & Algorithms > Data Analytics

2021-400 COMET: On-Die and In-Controller Collaborative Memory ECC Technique for Stronger and Safer Correction of DRAM Errors

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a method titled Collaborative Memory ECC Technique (COMET), to efficiently detect two error correcting codes (ECC) and eliminate silent data corruption (SDC) when double-bit errors occur within DRAMs. Background: Technological abundance has been the...

Published: 12/11/2023 | Inventor(s): Puneet Gupta, Irina Alam

Keywords(s): Analogue Electronics, Big Data, Data Corruption, DDR3 SDRAM, DDR4 SDRAM, Random-Access Memory, Semiconductor, Semiconductor Device, Soft Error, Software

Category(s): Electrical, Electrical > Electronics & Semiconductors, Materials > Semiconducting Materials, Energy & Environment > Energy Storage

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