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

Varun Manjunath, Pranav Ramesh, Gopalakrishnan Srinivasan

Sparse DNN accelerators specialize in ANN or SNN execution, leaving energy or latency on the table when workload characteristics vary within a layer. Hybrid accelerator designs tha…