Researchers introduced a novel reservoir computing framework with a generalized readout, leveraging higher-order ...
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, ...
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Mathematical insight into neuron readout drives significant improvements in neural net prediction accuracyReservoir computing (RC) is a powerful machine learning module designed to handle tasks involving time-based or sequential ...
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