Table 1.

Summary of functionalities supported by NeuroFlow.

Module type*	Implemented models
Neuron models	• Leaky integrate-and-fire • Adaptive exponential integrate-and-fire • Izhikevich model • Hodgkin-Huxley model
ODE integration methods	• Euler method • Runge-Kutta method (4th order)
Synaptic input current filters	Exponential decay function • Alpha function • Custom filter
Plasticity	• Pair-based nearest-neighbor STDP
Simulator functions	• Neuronal population declaration • Neuron monitor (spikes and membrane potential) • Synaptic coupling strength retrieval (per presynaptic neuron) • External current injection • Random number generator (Gaussian/uniform)

^*Planned support for non-linear synapse dynamics and ball-and-stick neuron model.