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TARGet: Topology-Aware Fusion-based Radio Frequency Circuit Functional Modeling using Graph Neural Networks

arXiv cs.LG ↗ · 2026-09-22 Cached

This paper presents TARGet, a topology-aware fusion-based method using graph neural networks for radio frequency circuit functional modeling, demonstrating improved prediction accuracy and data efficiency over state-of-the-art approaches.

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#circuit-design

Reverse Engineering an ASIC

Hacker News Top ↗ · 2026-09-07 Cached

This article provides a solution to Jane Street's ASIC reverse engineering puzzle, detailing the process of analyzing GDS files and inferring the circuit using the SkyWater 130 nm standard-cell library documentation.

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#circuit-design

@Tanuki_Bayashin: This was designed by Cherry Takuan-san ( @cherry_takuan ), and I'm just assembling his kit. Including this test, all or…

X AI KOLs Timeline ↗ · 2026-08-16 Cached

A user shares that they are assembling a kit designed by Cherry Takuan-san for a DIY CPU, with original designs licensed under CC BY 4.0. The CPU is similar in complexity to early-1980s 16-bit home computers.

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#circuit-design

I made a game where you build a CPU from logic gates

Hacker News Top ↗ · 2026-07-30 Cached

A game that lets players build a computer from scratch using logic gates, design circuits, construct a CPU, and run programs.

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#circuit-design

MorphoHDL: A minimalistic language for growing circuits

Hacker News Top ↗ · 2026-07-14 Cached

MorphoHDL is a minimalistic domain-specific language for designing and growing circuits, offering a simple syntax for hardware description.

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#circuit-design

Cursed circuits #5: capacitance multiplier

Hacker News Top ↗ · 2026-07-05 Cached

An educational blog post explaining the capacitance multiplier circuit using op-amps, part of a series on 'cursed circuits'.

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#circuit-design

SINA: A Fully Automated Circuit Schematic Image to Netlist Generator Using Artificial Intelligence

arXiv cs.LG ↗ · 2026-07-03 Cached

This paper presents SINA, an open-source AI pipeline that automatically converts circuit schematic images into netlists with 96.67% accuracy, significantly improving over prior methods by integrating deep learning, OCR, and vision-language models.

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#circuit-design

@Huawei: What is LogicFolding? For circuit design, it aggressively compresses propagation time between adjacent flip-flops, tigh…

X AI KOLs Timeline ↗ · 2026-05-26 Cached

Huawei discusses LogicFolding, a technique that compresses propagation time between adjacent flip-flops in circuit design, tightening critical paths and enabling faster chips. The company expects its high-end chips to achieve transistor density equivalent to 14 Å (1.4 nm) processes by 2031.

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#circuit-design

Designing better quantum circuits with AI

Reddit r/singularity ↗ · 2026-05-15 Cached

Researchers from the University of Innsbruck and NVIDIA developed an AI method using multimodal diffusion models to automatically generate efficient quantum circuits, significantly reducing circuit length and rediscovering textbook circuits like the Quantum Fourier Transform.

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