Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2020.3017870
Abstract: Neural network (NN) computing is energy-consuming on traditional computing systems, owing to the inherent memory wall bottleneck of the von Neumann architecture and the Moore's Law being approaching the end. Non-volatile memories (NVMs) have been… read more here.
Keywords: neural network; nvm based; network computing; memory ... See more keywords
Specific ADC of NVM-Based Computation-in-Memory for Deep Neural Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems I: Regular Papers"
DOI: 10.1109/tcsi.2024.3430290
Abstract: Non-volatile memory (NVM)-based Computation-in-memory has demonstrated a significant advantage in high-efficiency neural networks. However, the requirement of analog-to-digital converter (ADC) and post-processing circuits not only cost high energy and area but also results in high… read more here.
Keywords: memory; computation memory; nvm based; based computation ... See more keywords