Solitonic Neural Networks An Innovative Photonic Neural Network Based on Solitonic Interconnections /

This book describes the realization of an intelligent all-optical system that can replicate the functional building blocks of the biological brain. Starting with an analysis of biological neuronal dynamics and traversing the state of the art of neuromorphic systems developed to date, the book arrive...

Бүрэн тодорхойлолт

-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолч: Bile, Alessandro (Зохиогч)
Байгууллагын зохиогч: SpringerLink (Online service)
Формат: Цахим Цахим ном
Хэл сонгох:англи
Хэвлэсэн: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Хэвлэл:1st ed. 2024.
Цуврал:Machine Intelligence for Materials Science,
Нөхцлүүд:
Онлайн хандалт:https://doi.org/10.1007/978-3-031-48655-5
Шошгууд: Шошго нэмэх
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
Агуулга:
  • 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.