Search Results - data+corruption

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Artificial Neural Network Train-Time Poison Defense via Energy-Based Model Dynamics Sampling (Case No. 2024-199)

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a novel preprocessing algorithm to purify imperceptibly poisoned training datasets that may lead to misclassification and maintain image quality. Background: Large datasets are important for the effectiveness of machine learning models, serving as the...

Published: 9/30/2024 | Inventor(s): Gregory Pottie, Omead Pooladzandi, Sunay Bhat, Jeffrey Jiang

Keywords(s): AI algorithms, Algorithm, Artificial Intelligence, artificial intelligence augmentation, Automation, Autonomous driving, Big Data, Computer Aided Learning, Data Corruption, Digital Health, Machine Learning, Machine Learning Autonomous Car Gradient Descent

Category(s): Software & Algorithms, Platforms > Diagnostic Platform Technologies, Therapeutics > Radiology, Medical Devices > Monitoring And Recording Systems, Medical Devices > Neural Stimulation, Mechanical > Sensors

2021-400 COMET: On-Die and In-Controller Collaborative Memory ECC Technique for Stronger and Safer Correction of DRAM Errors

Summary: UCLA researchers in the Department of Electrical and Computer Engineering have developed a method titled Collaborative Memory ECC Technique (COMET), to efficiently detect two error correcting codes (ECC) and eliminate silent data corruption (SDC) when double-bit errors occur within DRAMs. Background: Technological abundance has been the...

Published: 12/11/2023 | Inventor(s): Puneet Gupta, Irina Alam

Keywords(s): Analogue Electronics, Big Data, Data Corruption, DDR3 SDRAM, DDR4 SDRAM, Random-Access Memory, Semiconductor, Semiconductor Device, Soft Error, Software

Category(s): Electrical, Electrical > Electronics & Semiconductors, Materials > Semiconducting Materials, Energy & Environment > Energy Storage