2605.02519 NeuralCircuitEngine: Hodgkin-Huxley Spiking Simulation, E/I Balance Analysis, and Oscillation Frequency Decomposition
Neural circuit dynamics emerge from the interplay of excitatory and inhibitory neurons, generating oscillations that coordinate information processing across brain regions. We present NeuralCircuitEngine, a pure-Python pipeline for neural circuit simulation and analysis.