Author

Devgokul Bawa Venkatesh

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Preprint Aug 2026

APEX: A Dual-Sparsity Accelerator for Precise and Efficient SNN Inference

APEX is presented, a dual-sparsity SNN inference accelerator that integrates the PASC-IF neuron into the LoAS hardware framework, and guarantees mathematical equivalence between the converted SNN and the source ANN, thereby achieving ANN-equivalent accuracy at significantly reduced timesteps.

Devgokul Bawa Venkatesh, S. Radhakrishnan, Rajshekhar Rakshit et al. · 0 citations