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2022-258 Deep Learning-Enabled Detection and Classification of Bacterial Colonies Using a Thin Film
Transistor
(TFT) Image Sensor
Summary: UCLA Researchers in the Department of Electrical and Computer Engineering have developed a thin-film
transistor
-based image sensor that can quantify and identify bacterial colony forming units (CFUs) with high accuracy using a deep-learning algorithm. Background: Bacterial infections are a leading cause of death every year in both developed...
Published: 7/19/2023
|
Inventor(s):
Aydogan Ozcan
,
Yuzhu Li
,
Tairan Liu
Keywords(s):
Antibacterial
,
Artificial Neural Network
,
Bacteria
,
Holography
,
Machine Learning
,
Magnetic Resonance Imaging Carotid Artery Stenosis
,
Thin-Film
Transistor
,
Transistor
Category(s):
Software & Algorithms
,
Life Science Research Tools
,
Life Science Research Tools > Screening Libraries
,
Materials
,
Materials > Nanotechnology
,
Materials > Semiconducting Materials
,
Life Science Research Tools > Cell Counting And Imaging
Charge Trap
Transistor
s - Subramanian Iyer
Background: Due to their chemical makeup and heat generation, devices such as high-k/metal gate (HKMG) CMOS often accumulate charges can lead to variation in integrated circuits. Charge Trap
Transistor
s (CTT's) utilize accumulating charge in semiconducting devices as embedded non-volatile memory (eNVM). The introduction of CTT's can prove an...
Published: 7/19/2023
|
Inventor(s):
Subramanian Iyer
Keywords(s):
Charge Carrier
,
CMOS
,
Dynamic Random-Access Memory
,
Electrical
,
Electrical Engineering
,
Electrical Load
,
Electrical Resistance And Conductance
,
Logic Gate
,
Magnetoresistive Random-Access Memory
,
Medical Device
,
Memory
,
Power Electronics
,
Power Transmission
,
Programmable Logic Device
,
Random-Access Memory
,
Resistive Random-Access Memory
,
Semiconductor Device
,
Semiconductor Device Fabrication
,
Static Random-Access Memory
,
Transistor
Category(s):
Electrical
,
Electrical > Electronics & Semiconductors > Memory
,
Electrical > Electronics & Semiconductors