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klotz: information theory*

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1. asymmetric numerical systems

   2017-08-20 Tags: ans, compression, shannon, information theory, entropy, arxiv by klotz
2. Entropy - A Key Concept for All Data Science Beginners

   2020-11-09 Tags: information theory, entropy, machine learning by klotz
3. Information Theory and Statistical Mechanics

   2018-09-24 Tags: thermodynamics, information theory, shannon, 1957, e.t. jaynes, paper, science, history, physical reality by klotz
4. Must know Information Theory concepts in Deep Learning (AI)

   2018-06-03 Tags: deep learning, information theory by klotz
5. Physicists implement a version of Maxwell's famous thought experiment for reducing entropy

   2018-09-05 Tags: physics, phys.org, entropy, maxwell s damon, information theory, quantum computing by klotz
6. RealTime Data Compression: Finite State Entropy - A new breed of entropy coder

   2017-08-20 Tags: compression, entropy, asm, information theory by klotz
7. Understanding Abstractions in Neural Networks: The Core of Cognition

   This article explains the concept of abstraction in neural networks and its connection to generalization. It also discusses how different components in neural networks contribute to abstraction and reveals an interesting duality between abstraction and generalization.

   2024-05-15 Tags: neural networks, abstraction, generalization, information theory, mathematics, machine learning by klotz
8. [1311.2540] Asymmetric numeral systems: entropy coding combining speed of Huffman coding with compression rate of arithmetic coding

   2017-08-20 Tags: jarek duda, ans, compression, information theory, shannon limit, arithmetic coding, huffman by klotz
9. [1401.4767] Hilbert-space factorization is a limited and expensive information-processing resource

   2019-02-06 Tags: hilbert space, tegmark, information theory, entropy, ontology by klotz
10. “Deep Learning is Non-Equilibrium Information Dynamics”

    2018-12-27 Tags: deep learning, information theory, chaos, nonlinear dynamics, carlos perez, medium by klotz

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