Search Results - shimeng+yu

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RRAM-Enhanced Differential Threshold Logic Gates That Are Robust For Low Voltage Operation
All digital circuits use sequences of logic gates that implement Boolean functions to store and transmit binary information. Threshold logic gates receive multiple input signals and produce a single output if the number of signals is below a hardwired threshold value, and can therefore process any Boolean function that might otherwise require multiple...
Published: 2/23/2023   |   Inventor(s): Sarma Vrudhula, Jinghua Yang, Niranjan Kulkarni, Shimeng Yu
Keywords(s): Materials and Electronics
Category(s): Semiconductor Devices
Resistive RAM Design with Embedded XNOR Computing
Background Neuromorphic computing, or the concept of designing systems that mimic the adaptability and learning exhibited by biological neural processes, is the future of computing design. This type of computing is ideal for use in the Internet of Things (IoT) movement, which refers to the embedding of internet computing devices into everyday objects....
Published: 2/23/2023   |   Inventor(s): Jae-Sun Seo, Shimeng Yu
Keywords(s):  
Category(s): Computing & Information Technology, Physical Science
Flexible and Efficient XNOR Circuit Architecture for Neural Network Based Deep Learning
Background Neuro-inspired machine deep learning have demonstrated that they can perform complex tasks such as image and speech classification, object recognition, and real-time decision-making. The state-of-the-art deep learning algorithms employ neural networks which have millions of parameters. Deploying such deep neural networks onto mobile platforms...
Published: 2/23/2023   |   Inventor(s): Shimeng Yu, Rui Liu
Keywords(s): Circuits, Computing Architecture, Machine Learning, Memory, Neural Computing
Category(s): Computing & Information Technology, Physical Science, Semiconductor Devices, Semiconductors, Materials & Processes
Identification of Women Who May or May Not Benefit From Certain Invention for Preventing Preterm Birth Based On Bacterial Taxa In The Cervix
 
Published: 5/25/2020   |   Inventor(s): Siu Chung Stephen Chim, Keun Young Lee, Ka Wing Wong, Meng Meng, Tak Yeung Leung
Keywords(s):  
Category(s): Diagnostics
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