Aether-SPARC v3: Asynchronous neuromorphic signal processor integrating Selective SSM (Mamba) with Predictive Coding. Achieves ~88% compute reduction by executing state updates only on signal surprise. Verified with hardware-accurate MAC accounting and Intel Loihi 2 silicon energy projections. High-sparsity edge DSP.

MigraineMamba predicts migraine attacks 24 hours in advance with 78% accuracy using Mamba (Selective State Space Model) architecture with self-supervised learning (SSL). The system personalizes over time through a 3-phase journey: foundation model (days 1-14), generic temporal patterns (days 15-30), and personalized fine-tuning (days 31+).

🚀 3.3B Mamba-MoE running on Mac Mini M4 16GB! Breakthrough deployment of Concept models on consumer Apple Silicon via NF4 quantization & QLoRA. Pushing limits of on-device AI.