ApproxHDC extends the HPVM-HDC compiler to automate search for high-impact software and hardware approximations in HDC workloads across heterogeneous backends.
SpecPCM: A Low-Power PCM-Based In-Memory Computing Accelerator for Full-Stack Mass Spectrometry Analysis,
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2026 2verdicts
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Review summarizing innovations in phase-change memory energy efficiency via material scaling and thermal confinement, with discussion of attojoule-scale theoretical limits constrained by parasitics.
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Compiler-Driven Approximation Tuning for Hyperdimensional Computing
ApproxHDC extends the HPVM-HDC compiler to automate search for high-impact software and hardware approximations in HDC workloads across heterogeneous backends.