Cover Image

AMS-IO-Bench and AMS-IO-Agent: Benchmarking and Structured Reasoning for Analog and Mixed-Signal Integrated Circuit Input/Output Design

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zhishuai, Li, Xintian, Liu, Shilong, Zhang, Aodong, Jie, Lu, Sun, Nan
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

IO-SVD: Input-Output Whitened SVD for Adaptive-Rank LLM Compression
by: Abbasi, Ali, et al.
Published: (2026)

AMSbench: A Comprehensive Benchmark for Evaluating MLLM Capabilities in AMS Circuits
by: Shi, Yichen, et al.
Published: (2025)

AMSNet: Netlist Dataset for AMS Circuits
by: Tao, Zhuofu, et al.
Published: (2024)

Beyond Input-Output: Rethinking Creativity through Design-by-Analogy in Human-AI Collaboration
by: Li, Xuechen, et al.
Published: (2026)

AMSnet-q: Unsupervised Circuit Identification and Performance Labeling for AMS Circuits
by: Zhang, Ze, et al.
Published: (2026)

Causal AI For AMS Circuit Design: Interpretable Parameter Effects Analysis
by: Hussain, Mohyeu, et al.
Published: (2026)

HeaRT: A Hierarchical Circuit Reasoning Tree-Based Agentic Framework for AMS Design Optimization
by: Poddar, Souradip, et al.
Published: (2025)

LLM-based AI Agent for Sizing of Analog and Mixed Signal Circuit
by: Liu, Chang, et al.
Published: (2025)

EEsizer: LLM-Based AI Agent for Sizing of Analog and Mixed Signal Circuit
by: Liu, Chang, et al.
Published: (2025)

Few-shot Learning on AMS Circuits and Its Application to Parasitic Capacitance Prediction
by: Shen, Shan, et al.
Published: (2025)

iVAMS 3.0: Hierarchical-Machine-Learning-Metamodel-Integrated Intelligent Verilog-AMS for Ultra-Fast, Accurate Mixed-Signal Design Optimization
by: Mohanty, Saraju P., et al.
Published: (2025)

A Possible Advanced Positron Signal in AMS-02 Measurements
by: Yang, Yi
Published: (2026)

AMSnet-KG: A Netlist Dataset for LLM-based AMS Circuit Auto-Design Using Knowledge Graph RAG
by: Shi, Yichen, et al.
Published: (2024)

CkIO: Parallel File Input for Over-Decomposed Task-Based Systems
by: Jacob, Mathew, et al.
Published: (2024)

TinyIO: Lightweight Reparameterized Inertial Odometry
by: Zhang, Shanshan, et al.
Published: (2025)

Transferable Parasitic Estimation via Graph Contrastive Learning and Label Rebalancing in AMS Circuits
by: Shen, Shan, et al.
Published: (2025)

Enhancing Functional Safety in Automotive AMS Circuits through Unsupervised Machine Learning
by: Arunachalam, Ayush, et al.
Published: (2024)

Rhetoric [IO Islamic 2156]
by: Sa'd al-dîn Mas'ûd b. 'Omar TAFTÂZANÎ
Published: (2021)

Philosophy [IO Islamic 1068]
by: Anon
Published: (2021)

Rhetoric [IO Islamic 2206]
by: MAULÂNÂZÂDAH KHUTTÂ׳Î
Published: (2021)

Philosophy [IO Bijapur 168]
by: FAKHR AL-DÎN Muḥammad b. Ḥusain Ḥasanî
Published: (2021)

Philosophy [IO Islamic 2770]
by: Anon
Published: (2021)

Rhetoric [IO Bijapur 267]
by: Sa'd al-dîn Mas'ûd b. 'Omar TAFTÂZANÎ
Published: (2021)

Philosophy [IO Islamic 623]
by: Shams al-dîn Muḥammad b. Mubârak Shâh Bukhâri
Published: (2021)

Lane Margining of High-speed IO Devices to Validate the Signal Integrity
by: URF Publishers
Published: (2022)

TopoSizing: An LLM-aided Framework of Topology-based Understanding and Sizing for AMS Circuits
by: Wei, Ziming, et al.
Published: (2025)

Possible spectral irregularities in the AMS-02 positron spectrum
by: Lv, Xing-Jian, et al.
Published: (2024)

BEV-IO: Enhancing Bird's-Eye-View 3D Detection with Instance Occupancy
by: Zhang, Zaibin, et al.
Published: (2023)

A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs
by: Zhang, Chen, et al.
Published: (2026)

Journal of Agromedicine and Medical Sciences (AMS)
Published: (2023)

VergeIO: Depth-Aware Eye Interaction on Glasses
by: Zhang, Xiyuxing, et al.
Published: (2025)

Islamic Law [IO Bijapur 57]
by: ABU'L-'ALÂ Muḥammad b. Aḥmad Bihishtî Isfarâ'inî
Published: (2021)

Ṣûfism and Ethics [IO Bijapur 410]
by: Anon
Published: (2021)

Ṣûfism and Ethics [IO Bijapur 428]
by: Abu'l-mu'aiyad, Muḥammad b. Khaṭîr al-dîn (AL-GHAUTH)
Published: (2021)

Islamic Traditions [IO Islamic 1293]
by: Abu Ja'far Muḥammad b. 'Alî… IBN BÂBAWAIH Ḳummî
Published: (2021)

Islamic Law [IO Islamic 2148]
by: Naẓar Muḥammad b. Molla Muḥammad Khuwârazmî
Published: (2021)

Principles of Jurisprudence [IO Bijapur 310]
by: Anon
Published: (2021)

Principles of Jurisprudence [IO Islamic 1286]
by: Anon
Published: (2021)

Scholastic Theology [IO Bijapur 192]
by: Anon
Published: (2021)

[IO Islamic 650] زاد المسافرين
by: Mîr Fakhr-alsâdât Ḥusainî
Published: (2025)