Abstract: This paper explores a data driven machine learning neural network, the neural operator network, as an alternative to traditional simulation methods for solving the inverse problem of the TMz ...

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Abstract: Spiking Neural Networks (SNNs) leverage biologically inspired learning mechanisms such as Spike Timing Dependent Plasticity (STDP) to modify synaptic weights. This work explores two STDP ...