Publications

All nine publications

Every entry verified against ORCID and Crossref. DOIs resolve to the publisher; the two conference papers without DOIs link to their ORCID records.

  • 2026

    MFDFA-Enhanced GAN: A Hardware-Optimized Architecture for Efficient Synthetic Image Generation

    C. G. Korde, K. G. Shreeharsha, R. K. Siddharth, M. H. Vasantha, Y. B. Nithin Kumar

    IEEE Access  vol. 14, pp. 46700–46713 · −92.05% latency, −86.03% power

    DOI ORCID
  • 2025

    Evolutionary-Enhanced GAN With Wavelet-Based Discrimination: A Hardware-Accelerated Architecture for Efficient Synthetic Image Generation

    C. G. Korde, K. G. Shreeharsha, R. K. Siddharth, M. H. Vasantha, Y. B. Nithin Kumar

    IEEE Access  vol. 13, pp. 209009–209022 · 138 µs vs 570 µs, 24 mW vs 47 mW

    DOI ORCID
  • 2025

    Generating Synthetic Data Using 2D Multifractal Detrended Fluctuation Analysis Generative Adversarial Networks

    C. G. Korde, K. G. Shreeharsha, R. K. Siddharth, M. H. Vasantha, Y. B. Nithin Kumar

    IEEE Access  vol. 13, pp. 150794–150805 · 85% FID gain, 94% faster, −81% power

    DOI ORCID
  • 2024

    An Exponential Variation Based PSO for Analog Circuit Sizing in Constrained Environment

    K. G. Shreeharsha, R. K. Siddharth, C. G. Korde, M. H. Vasantha, Y. B. Nithin Kumar

    AEU — Int. J. Electron. Commun.  vol. 187, art. 155531

    DOI ORCID
  • 2021

    Training of Generative Adversarial Networks using Particle Swarm Optimization Algorithm

    K. G. Shreeharsha, C. G. Korde, M. H. Vasantha, Y. B. Nithin Kumar

    IEEE iSES  pp. 127–130 · ~5× fewer iterations to plausible MNIST images

    DOI ORCID
  • 2019

    Training of Generative Adversarial Networks with Hybrid Evolutionary Optimization Technique

    C. G. Korde, K. Manikantta Reddy, M. H. Vasantha, Y. B. Nithin Kumar

    IEEE INDICON  pp. 1–4

    DOI ORCID
  • 2018

    FPGA Implementation of Square and Cube Architecture Using Vedic Mathematics

    S. Barve, S. Raveendran, C. Korde, T. Panigrahi, Y. B. Nithin Kumar, M. H. Vasantha

    IEEE iSES  pp. 6–10

    DOI ORCID
  • 2017

    Multifractal Analysis of Ionospheric Disturbances Triggered by Earthquakes

    C. G. Korde (IAMG Conference paper)

    IAMG Conference  paper-only · no DOI

    ORCID record Google Scholar
  • 2015

    Implementation of FPGA Based Pre-Processing Algorithms for Devnagri Script Recognition System

    C. G. Korde (ISVLSI Conference paper)

    IEEE ISVLSI  paper-only · no DOI

    ORCID record Google Scholar

ORCID · Google Scholar · Scopus · Web of Science

Projects

Notable projects

Automation, AI tooling, security and knowledge systems built for research workflows and teaching.

Automation

task-runner-SDLC

Automates init, deploy, licence, readme and maintenance tasks across projects (now maintained as PowerShell modules).

Source →
AI tooling

ai-orb · ai-rag · ai-translate

Agent framework, retrieval-augmented generation and code translation, each running on local models.

ai-orb → ai-rag → ai-translate →
Security

one-time-share · sandLua

Secure single-download file sharing, and a Lua reverse-engineering sandbox with static and dynamic analysis.

one-time-share → sandLua →
Knowledge

wiki-notes · ibrain

Foam + Raito personal knowledge graph, and a Docsify-powered notes & wiki site.

wiki-notes → ibrain →
Projects

Research implementations

Code directly tied to the publication record — the same lines of work from the earliest papers to the doctoral GAN research.

Research · academic

Devanagari Recognizer

Handwritten Devanagari script recognition system from the Bachelor's project (2015) — the same line of work as the ISVLSI publication on FPGA pre-processing.

MATLAB OCR ML
Source →
Research

PGAN-DNN

2019 GAN research implementation (perceptual adversarial training experiments) — part of the doctoral exploration into stable GAN training that led to the INDICON publication.

PyTorch GAN Research
Source →
Academic

Education projects

Degree projects that started the research lines now published.

  • Handwritten Devanagari Script Recognition (2015) — Machine learning-based character recognition system with FPGA pre-processing (Bachelor's Project, GEC Goa). Published at ISVLSI.
  • Total Electron Content as Seismic Precursor (2017) — MFDFA-based ionospheric pattern analysis for earthquake detection (Master's Project, GEC Goa & IIT Bombay). Presented at IAMG.
  • Hybrid Evolutionary Optimization of GANs (2019) — Evolutionary + backprop training framework for improved GAN convergence (PhD Work, NIT Goa). Published at INDICON.
Lab

Experiments & archive

Exploratory and laboratory work — some published, some living on the profile, all listed without invented links.

  • AI Grand Challenge — PS12 (Underwater Acoustic Systems).
  • P2P Distributed Blockchain for Postmortem Reason-of-Death Prediction.
  • Blockchain-based Malware Detection Research.
  • Decentralized Federated Learning Infrastructure Lab Setup.
  • Experimental Rust blockchain — DAO-driven educational governance.
  • Federated LLM architecture — torrent-based decentralised training.
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