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US 2023/0147192 A1Published application
Spiking neural network providing device and operating method thereof
AssigneeSeoul National University R&Db Foundation
InventorsByung-Gook PARK, Sungmin HWANG
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Abstract
A spiking neural network providing device simulates a plurality of neuron layers and a plurality of synaptic layers, processes a spike signal, and applies a predetermined delay to timing when a bias is provided to the plurality of neuron layers.
Claims7
A spiking neural network providing device comprising:
- a plurality of neuron layers;
- and
- a plurality of synaptic layers,
- wherein the plurality of neuron layers, and the plurality of synaptic layers are simulated,
- a spike signal is processed, and
- a predetermined delay is applied to timing when a bias is provided to the plurality of neuron layers.
3 more elements
An operating method of a spiking neural network providing device that simulates a plurality of neuron layers and a plurality of synaptic layers, the operating method comprising:
- inputting input data to the spiking neural network providing device;
- and
- performing inference, by the plurality of neuron layers and the plurality of synaptic layers, based on learning model data including weights and biases stored in the plurality of synaptic layers,
- wherein the performing of the inference is to apply the predetermined delay to the timing when the bias is provided to the plurality of neuron layers.
1 more element
Dependencies are inferred from the claim text.