Samsung electronics co., ltd. (20240419969). INFERENCE METHOD AND DEVICE USING SPIKING NEURAL NETWORK

INFERENCE METHOD AND DEVICE USING SPIKING NEURAL NETWORK

Organization Name

samsung electronics co., ltd.

Inventor(s)

Byung-Gook Park of Seoul (KR)

Sungmin Hwang of Seoul (KR)

INFERENCE METHOD AND DEVICE USING SPIKING NEURAL NETWORK

This abstract first appeared for US patent application 20240419969 titled 'INFERENCE METHOD AND DEVICE USING SPIKING NEURAL NETWORK

Original Abstract Submitted

embodiments relate to an inference method and device using a spiking neural network including parameters determined using an analog-valued neural network (ann). the spiking neural network used in the inference method and device includes an artificial neuron that may have a negative membrane potential or have a pre-charged membrane potential. additionally, an inference operation by the inference method and device is performed after a predetermined time from an operating time point of the spiking neural network.