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Dr Himanshu Mazumdar
Dr. Himanshu S. Mazumdar
AI • Intelligent Systems • Scientific Instrumentation

Archive

This page is the “hub” for detailed material: PDFs, code, datasets, screenshots, and legacy project pages. The goal is to keep drmazumdar.com clean and curated, while the archive contains full depth.

Quick links

Replace “(add link)” with your actual URLs, PDFs, GitHub repos, or Google Drive links.

Legacy neural systems

Foundational neural architectures and early tool-building work.

Stochastic neuron + VLSI thinking

Models, algorithms, and hardware-oriented system design concepts.

Project overview →

Partially connected feedback networks

Sparse associative memory systems designed to scale beyond fully connected networks.

Project overview →

Neural network toolboxes

Neural Network Tool Box (C++) and pattern recognition tool suites.

Tools overview →

Planetary tools

Terrain visualization, crater workflows, and astro-material analysis.

Crater simulation and detection

Models, datasets, and classification workflows.

Project overview →

3D terrain browsers

Interactive exploration tools, screenshots, and demos.

(add link) →

Planetary datasets

Links to datasets and references used in analysis workflows.

Go to datasets →

Bioinformatics

Protein prediction, proteomics utilities, and analysis pipelines.

Protein secondary structure prediction

Reports, code, and associated publications.

Publications →

Proteomic mining utilities

Tools for database-scale mining and analysis.

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Instrumentation & measurement

Systems focused on extracting information from real physical signals.

3D microscope project

Focus stacking workflow, demos, and reconstruction outputs.

Project overview →

Radiation efficiency improvements

Noise signature discrimination, emulator tools, and test methodology.

Project overview →

Lab data acquisition

Software utilities, hardware notes, and captured datasets.

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Embedded & distributed systems

Firmware, dashboards, sensor networks, and distributed compute experiments.

Embedded measurement pipelines

Power-aware RMS and measurement workflows, logging, and visualization.

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Sensor networks

Localization, routing, and distributed model-building concepts and experiments.

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Datasets & resources

Links to datasets and reference resources used in projects. Keep this list short and high-value.

Planetary surface datasets

Lunar/Mars imagery resources used in terrain and crater workflows.

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Bioinformatics datasets

Protein and sequence datasets used for evaluation and benchmarking.

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Clustering benchmarks

Large-scale spatial datasets and synthetic generators used for clustering validation.

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How to keep the Archive clean

Keep the homepage and main pages short. Put full PDFs, screenshots, and long project logs here (Archive), and link to them from Projects/Tools pages.