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2018-003 Deep-Learning Accelerator and Analog Neuromorphic Computation with CMOS-Compatible Charge-Trap-Transistor (CTT) Technique

SUMMARYUCLA researchers from the Department of Electrical Engineering have invented a charge trap transistor based computing architecture for neural networks applications.BACKGROUNDDeep neural networks have wide applications in industries such as machine vision, voice recognition and artificial intelligence- all of which are billion dollar markets growing...

Published: 7/19/2023 | Inventor(s): Yuan Du, Li Du, Mau-Chung Frank Chang

Keywords(s): Advanced Computing / AI, Electronics & Semiconductors

Category(s): Electrical > Electronics & Semiconductors, Electrical > Quantum Computing

Grouping Algorithm for Touchscreen Finger Position Detection

Case 2016-520UCLA researchers in the Department of Electrical Engineering developed a new grouping algorithm for touchscreen finger position detection.BACKGROUNDTouchscreen technology plays an important role in the booming mobile devices market. Conventional touchscreens are designed with both horizontal and vertical electrodes. When these sensors are...

Published: 7/19/2023 | Inventor(s): Mau-Chung Frank Chang, Chunchen Liu, Li Du, Yan Zhang

Keywords(s): Software & Algorithms

Category(s): Software & Algorithms, Software & Algorithms > Programs

2018-004 An Efficient Architecture to Compute Sparse Neural Network

SUMMARYUCLA researchers in the Department of Electrical Engineering have developed a novel hardware architecture for computing sparse neural networks.BACKGROUNDSparse neural networks (SNNs, or a neural network in which most matrices’ entries are zeros), are used to reduce the number of matrix coefficients, leading to more efficient storage and...

Published: 7/19/2023 | Inventor(s): Mau-Chung Frank Chang, Li Du, Yuan Du

Keywords(s): Artifical Intelligence (Machine Learning, Data Mining), Communication & Networking, Computer Aided Learning, Software & Algorithms

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