Spike sparsity in VS-WNO does not reduce latency or energy on Jetson Orin Nano because the runtime executes dense work regardless of spike activity.
Fonseca Guerra, Prasad Joshi, Philipp Plank, and Sumedh R
2 Pith papers cite this work. Polarity classification is still indexing.
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No single post-Moore technology replaces current HPC for plasma simulations, but FPGA-class accelerators offer near-term kernel offload, non-von Neumann architectures medium-term operator acceleration, and quantum computing long-term potential for warm dense matter microphysics.
citing papers explorer
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When Spike Sparsity Does Not Translate to Deployed Cost: VS-WNO on Jetson Orin Nano
Spike sparsity in VS-WNO does not reduce latency or energy on Jetson Orin Nano because the runtime executes dense work regardless of spike activity.
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Post-Moore Technologies for Plasma Simulation: A Community Roadmap
No single post-Moore technology replaces current HPC for plasma simulations, but FPGA-class accelerators offer near-term kernel offload, non-von Neumann architectures medium-term operator acceleration, and quantum computing long-term potential for warm dense matter microphysics.