Neuromorphic Computing Simulation Environment

Create a comprehensive neuromorphic computing simulation platform that can model complex neural network architectures with biological fidelity. The system should support multiple neuron models, synaptic plasticity algorithms, and provide detailed energy consumption and computational efficiency metrics. Develop a visualization framework that can render real-time neural network activation patterns and support export to standard neuroscience research formats.