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Virual Oral Question and Answer
IEEE/ICACT20240037 Question.4
Questioner: htzustc@mail.ustc.edu.cn    2024-02-07 오전 10:49:37 		IEEE/ICACT20240037 Answer.4
Answer by Auhor lemon@etri.re.kr   2024-02-07 오전 10:49:37
Could you explain how to transform input data(e.g.images in MNIST dataset) into discrete-time spikes or pulses used in SNN? Thank you for your question. In this paper, the rate-coding technique, which is widely used to convert image datasets into spike signals, was used to convert the MNIST dataset into a discrete-time spike signal, which is the input of the SNN. Rate-coding is a coding technique that generates a number of spikes proportional to the intensity of the pixel, and the generated spikes follow a Poisson distribution in discrete time.

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