Dynamical Systems
收藏arXiv2025-09-30 收录
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https://github.com/drexel-DISCO/SNN-full-FORCE
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资源简介：
该数据集包含了使用具有漏电积分和点火（LIF）神经元的递归脉冲神经网络（RSNNs）对8个动态系统进行的模拟。这些被评估的动态系统包括正弦波、正弦波之和、正弦波之积、手风琴、欢乐颂、三角形、范德波尔调和以及范德波尔放松等。该数据集的任务是建模动态系统。
This dataset includes simulations of 8 dynamic systems conducted using recurrent spiking neural networks (RSNNs) with leaky integrate-and-fire (LIF) neurons. The evaluated dynamic systems are sine waves, the sum of sine waves, the product of sine waves, accordion, Ode to Joy, triangular signals, van der Pol harmonic systems, and van der Pol relaxation systems. The core task of this dataset is to model these dynamic systems.
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