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Physical Neural Network for Fast, Scalable, and Power-Efficient Machine Learning Computation

A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets.

Published: 10/24/2024
Inventor(s):
Samuel Dillavou, Douglas Durian, Andrea Liu, Menachem (Nachi) Stern, Marc Miskin
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Data Science, Electronic Materials, Internet of Things, Nanotechnology, Software
Category(s):
Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components

PanoRadar: A High Resolution, Radio Frequency-Based 3D Imaging System

A radio frequency-based 3D imaging system that can generate LiDAR-comparable images with reduced power and processing needs.

Published: 8/26/2024
Inventor(s):
Mingmin Zhao, Gaoxiang Luo, Yifei Li, Haowen Lai
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles, Imaging Agents
Category(s):
Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components, Technology Classifications > Imaging

SNMF – An On-the-Fly, Multi-Filament Single-Nozzle for 3D Printing

A printing system with a single nozzle/printhead that can dispense multiple materials in a controlled manner.

Published: 8/26/2024
Inventor(s):
Masoud Akbarzadeh, Teng Teng, Yefan Zhi
Keywords(s):
 
Category(s):
Technology Classifications > Design and Multimedia, Technology Classifications > Hardware & Components, Technology Classifications > Materials

SCALPEL or Secure Compartments Automatically Learned and Protected by Execution Using Lightweight Metadata

SCALPEL is a lightweight optimization tool for automatically compartmentalizing policies for hardware-accelerated enforcement in a tagged architecture. The tool also creates a layer or protection (or hardening) by learning and allowing certain privileges based on learned expectations.

Published: 8/2/2024
Inventor(s):
Andre DeHon, Nicholas Roessler
Keywords(s):
Artificial Intelligence (AI) & Machine Learning, Internet of Things, Software
Category(s):
Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems

Scalable, Low Voltage Device For Liquid Crystal-Based Technologies

A multi-stable liquid crystal (LC) device based on saddle-spray director variation that enables fast optoelectronic switching and has low power requirements.

Published: 7/30/2024
Inventor(s):
Shu Yang, Yu Xia, Timothy Atherton, Douglas Cleaver, Andrew DeBenedictis, DaeSeok Kim
Keywords(s):
Optics & Photonics 
Category(s):
Technology Classifications > Hardware & Components, Technology Classifications > Materials

Effective Anti-Fouling Surface Coating of Microfluidic Mixing Devices for Robust mRNA Lipid Nanoparticles (LNP) Manufacturing

Employment of omniphobic, thin-layer perfluorocarbon (TLP) coating to prevent fouling and clogging in microfluidic mixing devices during mRNA LNP formulations.

Published: 7/15/2024
Inventor(s):
Daeyeon Lee, Yoon-Ho Hwang, David Issadore
Keywords(s):
Bioengineering, Microfluidics
Category(s):
Technology Classifications > Hardware & Components, Technology Classifications > Materials

Low Cost, Mobile, Wearable EEG Device with High Quality Nanowire Sensors

Mobile, wearable, low cost electro-encephalogram (EEG) devices that offer research grade signals may provide a wealth of information regarding the brain states of individuals. This knowledge can be effectively utilized to develop personalized treatment protocols in medicine and individual customer–based advertisements for marketing.

 

The inventors aim to establish sensitive, objective biomarkers that can vastly improve the quality of life of patients and customer satisfaction in business. This breakthrough device is being developed and commercialized through a University of Pennsylvania start-up, Cogwear LLC.

Published: 6/26/2024
Inventor(s):
Michael Platt, Arjun Ramakrishnan, Naz Belkaya
Keywords(s):
 
Category(s):
Technology Classifications > Business Ideas, Technology Classifications > Diagnostics, Technology Classifications > Medical Devices, Technology Classifications > Research Tools & Reagents, Technology Classifications > Hardware & Components

Rapid manufacturing of soft, comfortable electrodes

Rapid, low-cost, and scalable production of comfortable electrode arrays suitable for measuring biosignals  

Published: 6/24/2024
Inventor(s):
Flavia Vitale, Nicolette Driscoll, Nicholas Apollo, Brian Litt
Keywords(s):
Neurology
Category(s):
Technology Classifications > Hardware & Components

High-Throughput and Independent Temperature Regulation In Biological Samples

A device that provides independent thermal regulation for biological samples in a 96-well microwell plate.

Published: 6/6/2024
Inventor(s):
Lukasz Bugaj, Brian Chow, William Benman, Zikang (Dennis) Huang
Keywords(s):
Bioengineering, Platform Technology
Category(s):
Technology Classifications > Hardware & Components, Technology Classifications > Research Tools & Reagents, Technology Classifications > Testing & Measurement

Scalable and Eco-Friendly Manufacturing of Tunable Heterogeneous Nanoparticle Films

A scalable heterogeneous nanoparticle film with controllable manufacturing methods with tunable properties that could be useful for a variety of applications.

Published: 7/9/2024
Inventor(s):
Daeyeon Lee, Baek Min Kim
Keywords(s):
Nanotechnology, Soft Materials
Category(s):
Technology Classifications > Chemical Processes and Synthesis, Technology Classifications > Hardware & Components, Technology Classifications > Materials
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