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February 26, 2026Journal of Circuits Systems and Computers

Auto-Generation of VHDL Code for a Digital Circuit Sketch using Neural Networks

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Authors

VPVishesh PandeyDSDr. Ankit SharmaSVSarthak Varshney

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Overview

Innovative system converts hand-drawn logic circuits to VHDL with over 89% accuracy, suggesting advances for EDA tools.

Key Points

  • This research aims to automate the conversion of hand-drawn logic circuits into VHDL code using advanced techniques.
  • Developed a system that identifies and converts sketches to HDL code
  • Utilized neural networks and image processing techniques
  • Curated a comprehensive dataset of sketched logic circuits
  • Achieved an accuracy rate exceeding 89%
  • Seamlessly integrates with existing Electronic Design Automation systems
  • Demonstrates potential for applications in educational and industrial settings

Cite This Study

Pandey et al. (2026) studied this question.

synapsesocial.com/papers/699f95951bc9fecf3dab3913https://doi.org/10.1142/s0218126626501604
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