Transmission Neural Networks: Inhibitory and Excitatory Connections
This work extends Transmission Neural Networks to include inhibitory connections and neurotransmitter populations. It models neuron dynamics using continuous two-dimensional states and derives stability conditions for the limit network model. The research establishes equivalent representations in neural networks with continuous states, showing how excitation probabilities evolve under these complex interactions.