Dinah Ann Varughese

Employment

• Vellore Institute of Technology University Teaching cum Research Assistant
  2021 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• Optimization Strategies and Algorithms for Accelerating CNN on FPGA: A Comprehensive Review
  Archives of Computational Methods in Engineering 2026 DOI: 10.1007/s11831-025-10348-y
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• Synergistic Enhancement of Mechanical and Interfacial Properties in Carbon Fiber Epoxy Nanocomposites via Dual Functionalization of Fiber and Exfoliated Hexagonal Boron Nitride Nanosheets
  Polymer Composites 2026
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• ENHANCING CNN PERFORMANCE WITH RIGHT-NEIGHBOR DEVIATION (RND) POOLING: A FOCUS ON MULTI-CLASS BRAIN TUMOR CLASSIFICATION IN MRI IMAGES
  Biomedical Engineering Applications Basis and Communications 2025 DOI: 10.4015/S1016237224500467
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• Resource-Efficient FPGA Implementation of a Two-Layer Perceptron for Real-Time Medical Image Classification Using a Hybrid VGG-Attention Framework
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3620617
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• DFPT-CNN: A Dual Feature Extraction and Pretrained CNN Synergy for Minimal Computational Overhead and Enhanced Accuracy in Multi-Class Medical Image Classification
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3386634
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• Optimum Resource Utilization for the Implementation of FPGA-based Fast Convolutional Algorithms for CNN Modelling
  Wintechcon 2023 IEEE Women in Technology Conference Emerging Technologies from Silicon to Software for A Sustainable Future 2023 DOI: 10.1109/WINTECHCON58518.2023.10276660
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• Evaluating Winograd Algorithm for Convolution Neural Network using Verilog
  Proceedings 2022 IEEE International Symposium on Smart Electronic Systems Ises 2022 2022 DOI: 10.1109/iSES54909.2022.00127
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