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hardware-accelerated

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Devanik21 / Aether-SPARC

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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.

neuromorphic-computing predictive-coding hardware-accelerated asynchronous-processing sparse-signal-processing low-power-computing mamba-architecture selective-ssm edge-dsp
  • Updated Apr 18, 2026
  • Python

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