Conceptio › Archive › arXiv (All)
arXiv (All) open access

POLARON: Precision-aware On-device Learning and Adaptive Runtime-cONfigurable AI acceleration

Lokhande, Mukul et al.
arXiv (All) · Papers
Open Source ↗Direct PDF ↓
artificial-intelligencecomputational-complexityhardware-architectureimage-and-video-processing
The increasing complexity of AI models requires flexible hardware capable of supporting diverse precision formats, particularly for energy-constrained edge platforms. This work presents PARV-CE, a SIMD-enabled, multi-precision MAC engine that performs efficient multiply-accumulate operations using a
Conceptio Open Archive

Analyze & explore related research in Conceptio

Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.

This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗

Related documents

Record · ID 1422740
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive