Temporal pavlovian conditioning of a model spiking neural network for discrimination sequences of short time intervals.

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Tác giả: Inhoi Jeong, Jongmu Kim, Kyoung J Lee, Woojun Park

Ngôn ngữ: eng

Ký hiệu phân loại:

Thông tin xuất bản: United States : Journal of computational neuroscience , 2025

Mô tả vật lý:

Bộ sưu tập: NCBI

ID: 731113

The brain's ability to learn and distinguish rapid sequences of events is essential for timing-dependent tasks, such as those in sports and music. However, the mechanisms underlying this ability remain an active area of research. Here, we present a Pavlovian-conditioned spiking neural network model that may help elucidate these mechanisms. Using "three-factor learning rule," we conditioned an initially random spiking neural network to discriminate a specific spatiotemporal stimulus - a sequence of two or three pulses delivered within
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