2. Oscillating neural networks
Oscillatory Neural Networks (ONN) are recurrent neural networks inspired by the brain's representation of information in the form of oscillations.
An ONN is a neural network where each neuron is an oscillator, and each synapse one or more analog or digital components, such as resistors, capacitors or logic memories, respectively. The weight of the synapse is defined by the value of each component. When two oscillators are connected by a synapse, they are coupled.
Oscillator coupling has been studied for decades by scientists to describe natural phenomena
The Ultimate Scientific and Technical Reference
This article is included in
Software technologies and System architectures
This offer includes:
Knowledge Base
Updated and enriched with articles validated by our scientific committees
Services
A set of exclusive tools to complement the resources
Practical Path
Operational and didactic, to guarantee the acquisition of transversal skills
Doc & Quiz
Interactive articles with quizzes, for constructive reading
Oscillating neural networks
Application of oscillating neural networks
Bibliography
Directory
AMD XILINX : https://www.xilinx.com/
This work was supported by the European Union's Horizon 2020 research and innovation program, EU H2020 NEURONN project under Grant 871501 ( http://www.neuronn.eu )
Websites
Imagenet https://www.image-net.org .
The Ultimate Scientific and Technical Reference
