The input information can be judged by identifying the frequency of oscillation observed in NbO2-based neuron. The integration of the neuron at the edge of the RRAM synaptic array, which converts the weighted sum to the oscillation frequency, was experimentally demonstrated.  Reproduced with permission.[122] Copyright 2019, IEEE.