Cover Image

ChipCraftBrain: Validation-First RTL Generation via Multi-Agent Orchestration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Eryilmaz, Cagri
Format:	Preprint
Published:	2026
Subjects:	Hardware Architecture Artificial Intelligence Machine Learning B.5.1; B.6.3; I.2.2; I.2.6
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Learning-Based Early-Stage IR-Drop Estimation via CNN Surrogate Modeling
by: Bhadana, Ritesh
Published: (2026)

Exploring LLM-based Verilog Code Generation with Data-Efficient Fine-Tuning and Testbench Automation
by: Chen, Mu-Chi, et al.
Published: (2026)

SiliconMind-V1: Multi-Agent Distillation and Debug-Reasoning Workflows for Verilog Code Generation
by: Chen, Mu-Chi, et al.
Published: (2026)

Combining Euclidean Alignment and Data Augmentation for BCI decoding
by: Rodrigues, Gustavo H., et al.
Published: (2024)

R3A: Reliable RTL Repair Framework with Multi-Agent Fault Localization and Stochastic Tree-of-Thoughts Patch Generation
by: Luo, Zizhang, et al.
Published: (2025)

Biological Intuition on Digital Hardware: An RTL Implementation of Poisson-Encoded SNNs for Static Image Classification
by: Das, Debabrata, et al.
Published: (2026)

Latent Space Representation of Electricity Market Curves: Maintaining Structural Integrity
by: Výboh, Martin, et al.
Published: (2025)

FPGA-Accelerated RISC-V ISA Extensions for Efficient Neural Network Inference on Edge Devices
by: Parameshwara, Arya, et al.
Published: (2025)

Photonic AI: A Hybrid Diffractive Holographic Neural System for Passive Optical Real-Time Image Classification
by: Hiremath, Prakul Sunil
Published: (2026)

Alljoined1 -- A dataset for EEG-to-Image decoding
by: Xu, Jonathan, et al.
Published: (2024)

Synthesis-in-the-Loop Evaluation of LLMs for RTL Generation: Quality, Reliability, and Failure Modes
by: Fu, Weimin, et al.
Published: (2026)

Clover: A Neural-Symbolic Agentic Harness with Stochastic Tree-of-Thoughts for Verified RTL Repair
by: Luo, Zizhang, et al.
Published: (2026)

A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding
by: Junqueira, Bruna, et al.
Published: (2024)

Rethinking LLM-Based RTL Code Optimization Via Timing Logic Metamorphosis
by: Xu, Zhihao, et al.
Published: (2025)

MR-GNF: Multi-Resolution Graph Neural Forecasting on Ellipsoidal Meshes for Efficient Regional Weather Prediction
by: Shchur, Andrii, et al.
Published: (2026)

TuRTLe: A Unified Evaluation of LLMs for RTL Generation
by: Garcia-Gasulla, Dario, et al.
Published: (2025)

GainSight: A Unified Framework for Data Lifetime Profiling and Heterogeneous Memory Composition
by: Li, Peijing, et al.
Published: (2025)

Chameleon: A MatMul-Free Temporal Convolutional Network Accelerator for End-to-End Few-Shot and Continual Learning from Sequential Data
by: Blanken, Douwe den, et al.
Published: (2025)

NotSoTiny: A Large, Living Benchmark for RTL Code Generation
by: Ghorab, Razine Moundir, et al.
Published: (2025)

CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs
by: Zhang, Tianming, et al.
Published: (2025)

EM-Aware Physical Synthesis: Neural Inductor Modeling and Intelligent Placement & Routing for RF Circuits
by: Huang, Yilun, et al.
Published: (2026)

Predicting Future Actions of Reinforcement Learning Agents
by: Chung, Stephen, et al.
Published: (2024)

Geometric Neural Network based on Phase Space for BCI-EEG decoding
by: Carrara, Igor, et al.
Published: (2024)

Evading Overlapping Community Detection via Proxy Node Injection
by: Loi, Dario, et al.
Published: (2025)

Learning to Land Anywhere: Transferable Generative Models for Aircraft Trajectories
by: Larsen, Olav Finne Praesteng, et al.
Published: (2025)

Unsupervised Learning to Recognize Quantum Phases of Matter
by: Khosrojerdi, Mehran, et al.
Published: (2025)

Listwise Direct Preference Optimization with Multi-Dimensional Preference Mixing
by: Sun, Yuhui, et al.
Published: (2025)

Feature emergence via margin maximization: case studies in algebraic tasks
by: Morwani, Depen, et al.
Published: (2023)

ZClassifier: Temperature Tuning and Manifold Approximation via KL Divergence on Logit Space
by: Yong, Shim Soon
Published: (2025)

Efficient Action-Constrained Reinforcement Learning via Acceptance-Rejection Method and Augmented MDPs
by: Hung, Wei, et al.
Published: (2025)

Nonparametric Partial Disentanglement via Mechanism Sparsity: Sparse Actions, Interventions and Sparse Temporal Dependencies
by: Lachapelle, Sébastien, et al.
Published: (2024)

Annot-Mix: Learning with Noisy Class Labels from Multiple Annotators via a Mixup Extension
by: Herde, Marek, et al.
Published: (2024)

SATORIS-N: Spectral Analysis based Traffic Observation Recovery via Informed Subspaces and Nuclear-norm minimization
by: Mohanty, Sampad, et al.
Published: (2026)

Cost-Aware Model Selection for Text Classification: Multi-Objective Trade-offs Between Fine-Tuned Encoders and LLM Prompting in Production
by: Gonzalez, Alberto Andres Valdes
Published: (2026)

Binary Image-Based Intrusion Detection for Operational Technology Networks: Extending the SPHBI Methodology from IoT to Modbus TCP
by: Omar, Aamir
Published: (2026)

Generative AI in Transportation Planning: A Survey
by: Da, Longchao, et al.
Published: (2025)

The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations
by: Bird, George
Published: (2025)

AGOP-IxG: A Gradient Covariance Filter for Local Feature Attribution on Tabular Data, with a Controlled Benchmark
by: Katakam, Raj Kiran Gupta
Published: (2026)

Giving Sensors a Voice: Multimodal JEPA for Semantic Time-Series Embeddings
by: Dutta, Utsav, et al.
Published: (2026)

Mamba base PKD for efficient knowledge compression
by: Medina, José, et al.
Published: (2025)