An analytical approach to hardware-friendly adaptive learning rate neural networks

In this paper hardware implementation of adaptive learning rate neural networks is studied. Some design guidelines are presented to improve integration of learning algorithm into the hardware. By using them, it is possible to design high performance neural networks, which are capable of handling a r...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Ghannad Rezaie, M., Farbiz, F., Fakhraie, S.M.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Adaptive systems Algorithm design and analysis Circuits Computer networks Convergence Learning systems Network-on-a-chip Neural network hardware Neural networks Neurons
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