Search Results - yuan+du

4 Results Sort By:
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
A System For Visual Presentation Of Concepts From Ontology And Text Documents
PAGE TITLEOverviewPAGE SUMMARYA system lets a user click on a location of a brain model to explore neuroscience ontology terms related to the location. The user can further explore the related terms and related documents through a visualization interface and learn new concept or document relationships derived from the ontology and annotated document...
Published: 7/24/2024   |   Inventor(s): Yuan An, Xia Lin, Mi Zhang, Yue Shang
Keywords(s):  
Category(s): Computing, Software, Analytics & Information Technology, Computing, Software, Analytics & Information Technology > Computing: Algorithms, Computing, Software, Analytics & Information Technology > Computing: Contextual Analytics, Computing, Software, Analytics & Information Technology > Computing: Data Mining, Computing, Software, Analytics & Information Technology > Computing: Databases
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
Chance-Constrained Optimization for Treatment of Prostate and Other Cancers in Intensity-Modulated Proton Therapy
The quality of IMPT treatment plans may be drastically diminished by uncertainties such as proton range and patient setup errors. If these uncertainties are not figured into treatment planning, the dose distribution that the patient receives may not be the same as the planned dose distribution. New treatment plans, which include optimized software/programming,...
Published: 4/19/2023   |   Inventor(s): Jianming Liang, Yu An, Wei Liu
Keywords(s):  
Category(s): Computing & Information Technology, Life Science (All LS Techs), Medical Imaging