Systems and Methods for Time Encoding and Decoding Machines

摘要

Systems and methods for system identification, encoding and decoding multi-component signals are disclosed. An exemplary method can include receiving the one or more multi-component signals and separating the multi-component signals into channels. The method can also filter each of the channels using receptive field components. The values for the receptive field components can be aggregated and provided to neurons for encoding.

主权项

1. A method for encoding one or more multi-component signals, comprising:
receiving the one or more multi-component signals; separating the one or more multi-component signals into one or more channels; filtering each of the one or more channels using one or more receptive field components; determining the sum of the outputs of the one or more receptive field components and providing it to one or more neurons; and encoding the output sum, at the one or more neurons, to provide one or more encoded signals.