Keyword: Neural networks

Articles: Software

This column presents technologies that have applications in commercial areas, possibly creating the products of tomorrow. To learn more about each technology, see the contact information provided for that...

Briefs: Motion Control
A haptic thumb-shaped sensor uses machine learning to accurately estimate where objects come into contact with the sensor and how large the applied forces are.
Application Briefs: RF & Microwave Electronics
Learn the internal functioning of an AI processor that pulls from a variety of sensors, including radar, lidar, sonar, and cameras.
Briefs: Imaging
An AI framework enables scientists to improve an imaging technique, enhancing the performance of electron microscopes.
Facility Focus: Aerospace
Learn about the aviation, space, cybersecurity, and engineering achievements happening at Embry-Riddle.
Briefs: Sensors/Data Acquisition
The fiber contains memory, temperature sensors, and a trained neural network program for inferring physical activity.
Briefs: Mechanical & Fluid Systems
SensiCut, a smart material-sensing platform for laser cutters, can differentiate among 30 materials commonly found in makerspaces.
Briefs: Wearables
The technology has possible uses in monitoring disorders that affect fine motor skills such as Parkinson’s and Alzheimer’s.
Briefs: RF & Microwave Electronics
This robotic arm fuses data from a camera and antenna to locate and retrieve items buried under piles and completely out of view.
Briefs: Robotics, Automation & Control
The system could one day replace LiDAR and cameras in automated manufacturing, biomedical imaging, and autonomous driving.
Briefs: Imaging
This AI turns even the blurriest photo into realistic computer-generated faces in HD.
Briefs: Mechanical & Fluid Systems
The technology could improve the control of prosthetic hands and provide a sense of “touch” for amputees.
Briefs: Sensors/Data Acquisition
Designed for soldier uniforms, the fiber can sense, store, analyze, and infer activity when sewn into a piece of clothing.
Briefs: Manufacturing & Prototyping
A deep-learning technique optimizes the arrangement of sensors on a robot’s body to ensure efficient operation.
Briefs: Imaging
Dangerous “butterfly” landmines can be detected using low-cost drones and infrared cameras.
Briefs: Transportation
The technology could help computers process visual information more like the human brain.
Briefs: AR/AI
Artificial intelligence is used to decode X-ray images faster, which could aid innovations in medicine, materials, and energy.
Briefs: Motion Control
The system could one day replace LiDAR and cameras in automated manufacturing, biomedical imaging, and autonomous driving.
Briefs: Motion Control
This system can track the motion of the entire body with a small sensory network.
Briefs: AR/AI
The device can translate expressions into emojis or silent speech commands.
Briefs: Data Acquisition
A NIST method employs a neural network to detect patterns like geometric objects in imaging data.
Briefs: Robotics, Automation & Control
This technology can work with multiple wavelengths of light simultaneously.
Briefs: Robotics, Automation & Control
The learning approach allows swarms of unmanned vehicles to optimally accomplish their mission while minimizing performance uncertainty.
Briefs: Imaging
Video can be recreated from motion-blurred images and new cameras may someday retrieve 3D data from 2D medical images.
Briefs: Electronics & Computers
An ultrafast image sensor with a built-in neural network can be trained to recognize certain objects.
Briefs: Software
The method determines whether circuits are accurately executing complex operations that classical computers can’t tackle.
Briefs: Software
An automated system cuts the energy required for training and running neural networks.
Briefs: AR/AI
Computational Model Predicts Human Behavior
This analytic model shows how groups of people influence individual behavior.
Technology Leaders: Sensors/Data Acquisition
Vision-based convolutional neural network system detects phone usage, eating, and drinking.