Name
Title | ||
|---|---|---|
Impact of Hybrid Neural Network Structure on Performance of Multiclass Classification |
Abstract | ||
|---|---|---|
This article describes hybrid convolutional neural network that uses one quantum circuit for image classification. The different configurations of the hybrid neural network with the quantum circuit are considered. Several different quantum circuits with different number of qubits are compared. These hybrid neural network configurations are evaluated on MNIST and MNIST Fashion datasets, which is ra... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/EUROCON52738.2021.9535586 | IEEE EUROCON 2021 - 19th International Conference on Smart Technologies |
Keywords | DocType | ISBN |
Deep learning,Conferences,Neural networks,Qubit,Convolutional neural networks,Quantum circuit,Image classification | Conference | 978-1-6654-3299-3 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yevhenii Trochun | 1 | 0 | 0.34 |
| Evgen Pavlov | 2 | 0 | 0.34 |
| Sergii Stirenko | 3 | 53 | 14.13 |
| Yuri G. Gordienko | 4 | 50 | 8.93 |