Small Brain. Big Trades.

GPU learned synapses: 104 weights, 26 sensory channels, 128 postsynaptic motor cells and 53,248 added connections. Signed weights select excitatory or inhibitory sensory populations from the dataset. Reads actual presynaptic spike traces and deposits delayed conductance in the native connectome accumulator ring. Slow synaptic kinetics smooth Poisson variability. The CPU supplies learned weights during training and sensory stimulation, not actions during inference.