37 citations · 103 across the 8 of their papers we have counts for
4 papers · 1 filter
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors
Zhiri Tang, Ruohua Zhu, Ruihan Hu +6
With the development of research on novel memristor model and device, neural networks by integrating various memristor models have become a hot research topic recently. However, st…
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction
Ruihan Hu, Qijun Huang, Sheng Chang +2
Machine learning algorithms have been effectively applied into various real world tasks. However, it is difficult to provide high-quality machine learning solutions to accommodate…
Fully Memristive Spiking-Neuron Learning Framework and its Applications on Pattern Recognition and Edge Detection
Zhiri Tang, Yanhua Chen, Shizhuo Ye +5
Fully memristive spiking-neuron learning framework, which uses drift and diffusion memristor models as axon and dendrite respectively, becomes a hot topic recently with the develop…
A Hardware Friendly Unsupervised Memristive Neural Network with Weight Sharing Mechanism
Zhiri Tang, Ruohua Zhu, Peng Lin +5
Memristive neural networks (MNNs), which use memristors as neurons or synapses, have become a hot research topic recently. However, most memristors are not compatible with mainstre…