Patent ID: 11972343
Assignee: INAIT SA
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A decoding device implemented in hardware or in a combination of hardware and software, the decoding device comprising:
a neural network having inputs configured to receive results of information processing by a source recurrent neural network, wherein the results of the information processing by the source recurrent neural network are encoded in representations of topological structures in patterns of signal transmission activity that arise in the source recurrent neural network in response to different inputs, the representations of topological structures in patterns of signal transmission activity comprising digits that each indicate a presence or absence of a respective pattern of signal transmission activity between nodes and links in the source recurrent neural network, wherein:
nodes act as accumulators and signals are intermittently transmitted along links in the source recurrent neural network,
the signals are transmitted in the source recurrent neural network in response to the different inputs into the source recurrent neural network and, at different times, different proper subsets of the links in the source recurrent neural network transmit the signals in response to the different inputs, and
the neural network is trained to process the representations of the topological structures in patterns of signal transmission activity and produce a responsive output.