Canonical spiking neuron network for spatiotemporal associative memory
AssigneeInternational Business Machines Corporation
InventorsSteven K. Esser, Dharmendra S. Modha, Anthony Ndirango
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AssigneeInternational Business Machines Corporation
InventorsSteven K. Esser, Dharmendra S. Modha, Anthony Ndirango
Estimating the term…
Embodiments of the invention relate to canonical spiking neurons for spatiotemporal associative memory. An aspect of the invention provides a spatiotemporal associative memory including a plurality of electronic neurons having a layered neural net relationship with directional synaptic connectivity. The plurality of electronic neurons configured to detect the presence of a spatiotemporal pattern in a real-time data stream, and extract the spatiotemporal pattern. The plurality of electronic neurons are further configured to, based on learning rules, store the spatiotemporal pattern in the plurality of electronic neurons, and upon being presented with a version of the spatiotemporal pattern, retrieve the stored spatiotemporal pattern.
A method comprising:
A system comprising a computer processor, a computer-readable hardware storage device, and program code embodied with the computer-readable hardware storage device for execution by the computer processor to implement a method comprising:
A computer program product comprising a computer readable hardware storage device having program code embodied therewith, the program code being executable by a computer to implement a method comprising:
Dependencies are inferred from the claim text.