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Dynamics of hierarchical neural networks

✍ Scribed by Marc-Thorsten Hütt; Mark Müller-Linow; Claus C Hilgetag


Book ID
115006216
Publisher
BioMed Central
Year
2009
Tongue
English
Weight
131 KB
Volume
10
Category
Article
ISSN
1471-2202

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📜 SIMILAR VOLUMES


Hamiltonian dynamics of neural networks
✍ Ulrich Ramacher 📂 Article 📅 1993 🏛 Elsevier Science 🌐 English ⚖ 874 KB

The activation and weight dynamics of Artificial Neural Networks are derived from a partial differential equation (PDE) that may incorporate weights either as parameters or variables. It is shown that a single first-order Hamilton-Jacobi "parametricai" PDE suffices to derive the various neurodynamic