Search Results - yu+cao

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Binary Neural Network for Improved Accuracy and Defense Against Bit-Flip Attacks
­Recently, Deep Neural Networks (DNNs) have been deployed in many safety-critical applications. The security of DNN models can be compromised by adversarial input examples, where the adversary maliciously crafts and adds input noise to fool a DNN model. The perturbation of model parameters (e.g., weight) is another security concern, one that relates...
Published: 2/24/2023   |   Inventor(s): Deliang Fan, Adnan Siraj Rakin, Li Yang, Chaitali Chakrabarti, Yu Cao, Jae-Sun Seo, Jingtao Li
Keywords(s): Algorithm Development, Artificial Intelligence, Cyber Security, Defense Applications, Machine Learning, Neural Computing
Category(s): Physical Science, Intelligence & Security, Wireless & Networking, Computing & Information Technology
Method and apparatus to enhance read accuracy in resistive crosspoint array
Traditional Boolean computing methods are reaching their physical limits. Neuromorphic computing—a system engineered to mimic neuro-biological architectures present in the nervous system—has gained great attention as an alternative. Large scale neural networks consist of a massive number of synapses that connect between groups of neurons....
Published: 2/23/2023   |   Inventor(s): Jae-Sun Seo, Shimeng Yu, Yu Cao, Sarma Vrudhula
Keywords(s): Materials and Electronics
Category(s): Advanced Materials/Nanotechnology, Applied Technologies, Computing & Information Technology, Physical Science, Physics, Semiconductor Devices, Semiconductors, Materials & Processes
Fast Parallel Test of SRAM Arrays
Static random access memory (SRAM) is used extensively in modern integrated circuits, comprising over 90% of the transistor count in server microprocessors. Over the past couple decades, technology has aggressively scaled down integrated circuit components, quickly entering the nanoscale. At this scale of manufacturing, there is inevitably an increase...
Published: 2/23/2023   |   Inventor(s): Lawrence Clark, Yu Cao
Keywords(s):  
Category(s): Applied Technologies, Computing & Information Technology, Semiconductor Devices, Wireless & Networking, Diagnostic Assays/Devices