Brain subnet explores brain-inspired AI architectures and neuroscience-informed machine learning approaches. The subnet develops models mimicking biological neural networks, including spiking neural networks and neuromorphic computing. Miners implement novel architectures while validators benchmark against cognitive performance metrics.