Author

Varun Manjunath

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Preprint Nov 2025

NeuroFlex: Lossless Element-Level ANN-SNN Co-Execution for Efficient Sparse Inference

NeuroFlex is the first accelerator to assign every output element independently to ANN or SNN execution mode with zero accuracy loss, and extends integer-exact ANN-SNN equivalence from layers to individual output elements, thereby enabling mode switching with no conversion error.

Varun Manjunath, P. Ramesh, Gopalakrishnan Srinivasan · 0 citations