CPC G06N 3/063 (2013.01) [G06N 3/08 (2013.01); G06N 3/044 (2023.01)] | 20 Claims |
1. A device, comprising:
a set of input channels;
a set of output channels;
a plurality of reservoir nodes, the plurality of reservoir nodes including a first set of input nodes coupled to the set of input channels, and a second set of variable-weight output nodes coupled to the set of output channels, each reservoir node in the of the plurality of reservoir nodes comprising a component configured to perform a non-linear operation on a respective set of input signals and output a set of output signals, the second set of variable weight output nodes each being configured to input an analog input signal and provide an analog output signal;
a set of interconnections, each of which couples together two or more of the reservoir nodes; and
a set of weighting units, each of which is coupled to at least one variable-weight output node in the second set of output nodes and configured for weighting the output signals therefrom with a continuously variable weighting signal based on a present node state of the at least one variable weight output node.
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