cs.AR · 2026-06-29 · No. 38

Hardware Architecture, 2026-06-29.

2 new papers in cs.AR. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    Agentic Hardware Design as Repository-Level Code Evolution

    Cunxi Yu, Chenhui Deng, Nathaniel Pinckney, Brucek Khailany

    cs.AR · cs.AI

    We present HORIZON, a self-evolving agent framework that treats hardware design as repository-level code evolution. A Markdown harness is compiled into a project pack containing domain knowledge, an executable evaluator, an acceptance predicate, and a git/runtime policy; a hands-free agent loop then evolves an isolated git worktree, using repository operations for state management, tracing, and replay. This extends prior works of...

    arxiv.org/abs/2606.28279 · PDF

  2. 02

    SEADA: An efficient methodology for optimizing mixed-precision DNNs on multi-precision spatial architectures

    Leandro Fiorin, Marco Ronzani, Cristina Silvano

    cs.AR · cs.AI

    Mixed-precision computation has been introduced in deep neural networks (DNNs) as an effective approach to reduce latency, energy consumption, and memory footprint. However, efficiently mapping mixed-precision networks onto multi-precision spatial architectures poses several challenges. These include determining the appropriate precision for each layer, balancing layer-wise accuracy sensitivity to quantization against architectural...

    arxiv.org/abs/2606.27884 · PDF

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