Data Analytics | Technology Licensing

Available Technologies by Category

Enhanced Cybersecurity for Networked Motion Control Systems with Somewhat Homomorphic Encryption Increase cybersecurity with expression rewrite rules for encrypted dynamic control schemes that reduce the multiplicative depth of somewhat homomorphic encryption and improve numerical stability. New approach generates motion commands to servo systems without creating a security hole. Information decryption and control signal calculation can be performed and executed inside the plant, while all sensitive system information outside of the plant is always encrypted.	9012
Reducing Traffic Congestion and Achieving Driver Anticipation in Autonomous Vehicles Leverages existing sensing technologies to reduce congestion through ACC software changes Using history trajectories to achieve anticipative driving and reduce congestion requires significantly less processing power than machine learning As automated driving systems advance by adding additional sensors, this data can be added via software to produce more history trajectory data, which can further improve driver anticipation capabilities	9033, 9039
Predictive Maintenance System for Large-Scale Operations Offers Potential for Significant Cost Savings Consistent workflow improvements: Offers repeatable and consistent enterprise-level improvements to the maintenance workflow. Proactive readiness: Improves maintenance scheduling, allowing for improved logistics, scheduling, virtual kitting, and part/component availability. Customizable: Customers can build and tailor their PMx solutions according to their needs, providing increased data control and an alternative to costly and limited solutions.	8793
Airborne Acoustic Sensing System for “Ear in the Sky” Capabilities on Unmanned Aerial Vehicles (UAVs) Optimizes speech clarity: Uses acquired empirical data and iteratively refines the processing capability until the optimal signal to noise ratio (SNR) is achieved Improves covert detection: Enables acquisition of a live voice signal from a person of interest without detection by using UAS platforms to remotely acquire acoustic signals and using digital signal processing algorithms to filter, enhance, and localize the speech signal of interest Enhances warfare tools: Provides increased situational awareness, enhanced ISR capabilities, and helps identify potential security threats to deployed assets	6985, 7223
Marine Mammal Health Tracking & Informatics Platform Objective health data: Most existing marine mammal health tracking approaches solely consist of subjective observation. This innovation is designed to provide accurate and objective data-driven information to better monitor animal health. Quicker response to problems: This computer-instrumented toy can build a baseline of quantified behavior, enabling animal care staff to see behavioral anomalies that are indicative of health issues and potentially treat the issue more quickly. Simple dashboard interface: In a single glance, the dashboard shows all information a caregiver might need about a given animal—including whether a health issue may be present.	8957
Gaussian Switch Sampling (GauSS) for Training Deep Neural Networks Better analyses: It provides a method to analyze models and their interaction with data. Improved accuracy: By matching or outperforming existing technologies in terms of test accuracy on in-distribution as well as out-of-distribution applications, GauSS is more selective and finds samples that help the network learn as well as remember things previously learned. Versatile: The strategy is based exclusively on learning dynamics and, therefore, can be generalized across networks, data, and training methods.	8757
RobocallGuardPlus Advanced: Uses a unique smart virtual assistant with a voice interaction model that generates natural conversation to filter out robocalls Robust: Blocks robocalls that other methods may miss, such as those that evade call block lists through caller ID spoofing Unique: Provides the first known system to block mass, evasive, and targeted robocalls using natural, interactive conversation methods rather than relying solely on caller ID and block lists	8817
Generative Causal Explanations for Black-Box Classifiers Increased trust: Has the potential to improve the transparency and fairness of machine learning systems and increase the level of trust users place in their decisions Flexible explanation vocabulary: Provides a rich and flexible vocabulary for explanation that is more expressive than feature selection or saliency map–based methods Deeper insights: Offers visualizations that can be much more descriptive than saliency maps, particularly in vision applications, leading to better user understanding	8507
IMUTube: Converting Videos of Human Activity into Virtual IMU Data Streams Automated: Automates wearable sensor data collection, which can in turn be used to train HAR models by simply giving them access to large-scale video repositories Accurate: Demonstrated recognition accuracy in some cases comparable to models trained only with non-virtual (“real”) sensor data in benchmark studies Superior: Outperformed models using real sensor data alone by adding only small amounts of real sensor data to the virtual sensor dataset in benchmark studies	8538
Miniaturized Modular-Array Fluorescence Microscopy Powerful: Offers high fluorescence sensitivity, efficiency, and spatiotemporal resolution (~3 µm and up to 60 Hz) Configurable: Offers compatibility with conventional cell culture assays and physiological imaging, providing accessibility to upright physiological imaging and integration with biochemical sensors under the cell platform Efficient: Provides effective parallelization of multi-site data acquisition	8580
Improve the Reliability of Quantum Computers by Mitigating Measurements Errors Increased reliability by 2-3x: Some current quantum computers have average measurement error rates ranging from 6%–8%, with worst case rates ranging from 25%–30%. Georgia Tech’s methods improve measurement fidelity by 2–3x. Improved usability: Implementation of the EDM uses the top-four mappings produced by the underlying mapping policy. Proactive: Using AIM to predict the state that is being measured and the error rate proﬁle of the machine, the predicted state can be proactively mapped to the strongest state using a speciﬁcally designed inversion string.	8207, 8208
Enabling Privacy-Preserving Search Over Fuzzy Databases Privacy-preserving: Improves the security of biometric-based surveillance, identification, or searches for individuals using their biometric data over private databases Timely: Addresses the requirements of recent and emerging privacy protection regulations and policies Practical: Fills a gap in privacy-preserving search technologies, which currently do not accommodate searching of fuzzy data such as biometrics	8506
Virtual Sensing Integrated for Predictive Reliability (VIPR) Advanced: Acquires system data via virtual sensing, without the need for physical sensors in all desired locations Cost-reducing: Aims to reduce maintenance and planning costs for solid rocket motors and potentially other vehicle propulsion systems Predictive: Provides useful, repeatable, extensive data sets to predict rocket performance and enable proactive plans for propulsion system maintenance, upgrades, and replacements, potentially reducing downtime and failures	8555
Microfluidic CODES with Innovative Machine-Learning Analysis Scalable: Set-up allows for the integration of multiple microfluidic devices to increase throughput volume. Versatile: Machine learning analysis can be applied to other microfluidic devices integrated with the same Coulter sensor network. Pragmatic: This innovation improves the capabilities of lab-on-a-chip systems to provide an affordable solution for low-resource settings.	7107, 8032
Utilizing Impedance Spectroscopy for Advanced Characterization of Particles Comprehensive: Simultaneously measures both spatial and dielectric properties of particles Streamlined: Helps resolve signal interference from coincident cells—a challenge of other assessment techniques Precise: Offers complex impedance as a new level of particle feature assessment, integrating it with other measurements such as elasticity and size for more predictive analyses	8049
Privacy-Preserving Remote Biometric Authentication Protective: Designed to eliminate privacy concerns associated with databases of people’s faces Flexible: Supports various biometrics, including face, voice, iris, fingerprint, and gait Remote authentication: Eliminates the need to always possess the enrollment device	7885
‘Intelligent’ Power Amplifier Architecture AI-assisted: Provides the PA self-reconfigurability and robust adaptive operation over environmental changes High performance: Features low latency and fast response capabilities required for many fifth-generation (5G) applications Improved learning efficiency: Incorporates into control algorithms multiple RL frameworks, including CAB, multi-armed bandit, contextual bandit, and actor-critic with experience replay	8377
Contextually Aware, Machine Learning–Based Smart Notification System Increases user efficiency Increases user productivity Reduces user stress	8034
Optical Architecture Enables High-Performance Chips High performance: Provides efficient, practical, and manufacturable optical computing solutions for a variety of platforms Efficient: Permits a new way of designing high-performance computing and decision-making tasks using manufacturable solutions with high-speed processing, despite fabrication imperfections Flexible: Offers photonic chips in a variety of material platforms (i.e., silicon, silicon nitride) and meta-surface arrays implemented in hybrid platforms that combine dielectrics and nonlinear/reconfigurable materials	8437
Voice-Activated Robotic Exoskeleton for Rehabilitation and Assistance Voice-activated movement controlled by the patient Integrated smartphone application to recommend exercises and schedules Quantitative performance metrics and analysis sent to the physical therapist	8130
Secure QR Code System for Distributed Large Payload Transmissions Increases opportunities for utilization of QR codes for various applications Overcomes limitations such as small payloads and limited linking capabilities in current QR technologies/systems Incorporates the ability to transmit data with different layers – encrypted/unencrypted, compressed/uncompressed and others	8346
Methods for Dynamic Modeling and Closed-Loop Control of Inflammation Dynamic Adjustments: can make dynamic adjustments to obtain control over the response Predict Stimuli: will predict when pro- and anti-inflammatory stimuli should be applied to generate the appropriate temporal profile of cellular response	8026
Online Semantic Analysis by Text Embedding Better performance compared to the conventional natural language processing methods	7869
Paraunitary Asymmetric Cryptosystem (PAC) Short key size Short key-setup time Low complexity	3131
Method for Imaging Mass Spectrometry Precise – Method allows for automatic, precise control of molecule deposition Scalable – Deposition method can be done on large or multiple samples Solvent-Free – Improved imaging quality by eliminating solvent in deposition	4202
Cause-Effect Analysis for Video Content Enables characterizing the temporal structure of video events in an unsupervised manner, - a key to video analysis Reduces the need for training data Improves performance in retrieving and classifying social events from a video	5324
Visualization of Exception Handling Constructs to Support Program Understanding Novel approach for exception handling using three inter-connected views: quantitative, flow, and contextual The program’s design was created with input from experienced Java developers who found the program effective for directing them to better practices for exception-handling constructs Prototype developed in Eclipse for Java applications, and can be extended to object-oriented languages with similar exception handling	4684
REMS Sensors for Environmental Monitoring Low cost – decreases expenses by being compatible with existing UHF or microwave passive RFID integrated circuits Precise – because an RFID readers filters out unmodulated scatter components, an RFID-based REMS sensor is more precise Allows passive interrogation of the sensor	4561
High-Speed Measurement of Weld Penetration Depths A fast, efficient, non-contact, and non-destructive technique for measuring weld penetration depths in thin structures The developed algorithms are computationally efficient, which makes the developed technique suitable for real-time and off-line inspections Can be used with a variety of welding processes	6977
Scatter Correction for Cone-beam CT in Radiation Therapy Does not modify either the hardware or the imaging protocols of the clinical system Effectively reduces the scatter signals in the CBCTY scan, and improves image quality Does not require an increase in the dose to the patients	5135
BrainBraille Increased information bandwidth and speed for BCI devices Rapid learning of motions and associated meanings Enhanced accuracy	8088
MINTED: Simultaneous Deformation and Temperature Imaging Simultaneous recording of small-scale temperature and deformation fields at high spatial and time resolutions Studies deformation, failure, and heating in a range of materials Analyzes/monitors heating and failure of MEMS devices, microchips, and circuit board	8064
Organ Transplant Decision Aid Simple – easy-to-use interface for entering patient and donor characteristics Flexible – separate survival models use different variables which enhance the performance of each model Multifaceted – calculates survival probabilities for multiple organs where current technologies only determine survival probability for kidneys	8001
High-Precision Microphone for Body-Worn Devices Wearable small form-factor (micro-chip technology) Increased sensitivity (micro-gravity sensitivity) Large bandwidth (DC to 10kHz) and wide dynamic range (120dB)	7891
Multi-Wavelength Microscopy Groundbreaking - First noninvasive method of assessing the total cell content of a blood bag without breaching the bag and potentially damaging the contents or compromising manufacturing Cheaper - Laser scanning multi-photon microscopy is 5 to 10 times more expensive Improved Imaging – Consistent cross-section of the cells and reduced blurriness	7862
Programmable Voltage-Output Digital-Analog Converter Better resolution Quicker conversion time Efficient	3464
Short Distance Gait Pace Meter Accessible – Large-one-touch buttons, large results font, audible and visible sensor cues Inexpensive – Device components low-cost, installation standard wall-mount Convenient – As simple as recording weight or height: Press a button, walk, record speed.	7783
Wearable Technology for Joint Health Assessment Sensitive bio-markers of knee healing process Can be used outside of clinical settings Provides quantitative measurements as opposed to qualitative ones	7000
Wearable Technology for Cardiovascular Activity Non-invasive measure of cardiac function through wearable ballistocardiography Regular measurements of systolic time intervals during normal daily activities Could be used in harsh environmental conditions including underwater	6714
Microfluidic Device for Cell Aggregates Control - Precise control over the cell culture environment High content assays – Multiple types of imaging-based assays can be done on the same sample, both during live culture and at end-point High throughput – Greater number of experiments	7720

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