Researchers applied the mathematical theory of synchronization to clarify how recurrent neural networks (RNNs) generate predictions, revealing a certain map, based on the generalized synchronization, ...
The proposed RC method with generalized readout is based on generalized synchronization, offering enhanced accuracy and robustness while preserving the simplicity and efficiency of conventional RC.
Collective synchronization phenomena in large networks are observed in a variety of areas such as chemical reactions, engineering circuits and biological populations. A purpose in this research is to ...
Collective synchronization phenomena in large networks are observed in a variety of areas such as chemical reactions, engineering circuits and biological populations. A purpose in this research is to ...
The proposed RC method with generalized readout is based on generalized synchronization, offering enhanced accuracy and robustness while preserving the simplicity and efficiency of conventional RC.
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