Biomorphic AI

Neuromorphic Substrate Lab

Active Substrate Neural Mesh Neuromorphic Spiking Silicon
Click any neuron cluster to inject manual depolarizing current
Energy per SynOp 0.85 pJ
Firing Rate (Mean) 28.4 Hz
Causal Integration (Φ) 0.74 / 1.0
Workspace Ignition Synchronized
Spike Raster Plot (Time Window: 2.5s) 0 spikes
Membrane Potential (Selected Cluster N0 & N3) -70mV to +30mV
Neuromodulation & Synaptic Gating
Acetylcholine (Signal/Noise) 0.60
Dopamine (STDP Plasticity Gain) 0.70
Recurrent Feedback Loop Density 0.85
Stimulus Frequency Injector 40 Hz
Substrate Architecture Context
Neuromorphic Silicon (Event-Driven): Executes asynchronous, sparse Leaky Integrate-and-Fire spikes locally. Zero clock dissipation; power scales strictly with event activity (~0.1–1.5 pJ/SOP). Causal loops exhibit high spontaneous recurrence and integrated feedback.
Debate context: As noted by The Economist, biological computation integrates analog chemistry, localized memory, and continuous temporal feedback. Is symbolic digital compute fundamentally unable to realize causal self-awareness without biological dynamics?
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