Solitonic Neural Networks An Innovative Photonic Neural Network Based on Solitonic Interconnections
Chapter 4 focuses on the experimentation of solitonic optic neurons in thin layers of lithium niobate. Optical techniques for supervised and unsupervised learning are discussed. The entire chapter is accompanied by theoretical, simulative and experimental results. This chapter explains how an X-junc...
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| Format: | eBook |
| Language: | English |
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Cham
Springer Nature Switzerland
2024, 2024
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| Edition: | 1st ed. 2024 |
| Series: | Machine Intelligence for Materials Science
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction to Neural Networks: Biological Neural Network
- Overview of neuromorphic optical systems
- Towards neuro-learning process: pyschomemories
- The solitonic X-Junction as a photonic neuron
- Solitonic Neural Network acting as an episodic memory