Research Areas

AI & Machine Learning

Neural network visualization, deep learning breakthroughs, computer vision applications, and natural language processing innovations.

  • Neural Architecture Search
  • Computer Vision Systems
  • Natural Language Processing
  • Reinforcement Learning

Information Theory

Shannon entropy calculations, channel capacity optimization, data transmission efficiency, and error correction codes.

  • Entropy Analysis
  • Channel Optimization
  • Error Correction
  • Data Transmission

Data Compression

Lossless compression algorithms, lossy compression techniques, real-time compression demos, and compression ratio visualizations.

  • Huffman Coding
  • Arithmetic Coding
  • Transform Compression
  • Real-time Algorithms

Encryption & Security

AES encryption standards, RSA public-key cryptography, quantum-resistant algorithms, and blockchain security protocols.

  • AES Standards
  • RSA Cryptography
  • Quantum Resistance
  • Blockchain Security

Interactive Laboratory

AES Encryption Demo

Time: -- Size: --

RSA Encryption Demo

Hash Function Demo

Time: -- Size: --

Huffman Coding

Original Size: -- bits
Compressed Size: -- bits
Compression Ratio: --%

Text Compression Comparison

Shannon Entropy Calculator

Shannon Entropy: -- bits/symbol
Information Content: -- bits
Maximum Entropy: -- bits/symbol
Efficiency: --%

Channel Capacity Calculator

Channel Capacity: -- bps
Bandwidth Efficiency: -- bits/s/Hz

Research Publications

Journal Article

Advanced Neural Architecture Search for Computer Vision

Dr. Sarah Chen, Prof. Michael Rodriguez, Dr. James Liu

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Impact Factor: 24.3
Read Paper
Conference Paper

Quantum-Resistant Cryptography: Post-Quantum Security Protocols

Dr. Elena Kowalski, Prof. David Kim, Dr. Robert Zhang

CRYPTO 2024, Santa Barbara, CA

Best Paper Award
Read Paper
Patent

Efficient Data Compression Algorithm for Streaming Media

Dr. Maria Gonzalez, Dr. John Thompson

US Patent 12,345,678, 2024

Licensed by 3 major tech companies
View Patent

Research Team

Dr. Sarah Chen

Dr. Sarah Chen

Principal Research Scientist

AI & Machine Learning

Leading expert in neural architecture search and computer vision with 15+ years of experience in deep learning research.

Dr. Elena Kowalski

Dr. Elena Kowalski

Senior Cryptography Researcher

Encryption & Security

Cryptography expert specializing in post-quantum security protocols and blockchain security implementations.

Dr. Maria Gonzalez

Dr. Maria Gonzalez

Data Compression Specialist

Information Theory

Leading researcher in data compression algorithms with focus on streaming media and real-time compression techniques.

Contact & Collaboration

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research@decolab.eu.org

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media@decolab.eu.org

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careers@decolab.eu.org

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