Project: Entropy-Aware Reversible Computing Compiler
A compiler framework for reversible logic gates (Fredkin/Toffoli) that minimizes thermodynamic cost by tracking entropy generation and optimizing garbage bit un-computation.
Tag: entropy
Neural Network Layer Analysis: InterpolatedDensityEntropy
Comprehensive technical analysis of the InterpolatedDensityEntropy neural network layer, including forward/backward passes, gradient derivations, stability analysis, and reference implementations.
3D Entropy-Driven Ant Swarm Computation Architecture
A novel neurobiological emulation system using live ants as computational agents within a 3D sphere-packing lattice, where entropy gradients create dynamic gravitational fields.
Automated Discovery of Maximum Entropy Distribution Families via Genetic Programming with Monte Carlo Validation
A novel computational framework for automated discovery of analytical maximum entropy distribution families using genetic programming validated against parameterizable data generators.
Chaotic Dynamics in Large Language Model Iterative Feedback Systems: A Framework for Understanding Convergence, Divergence, and Human-AI Collaboration
A comprehensive framework analyzing chaotic dynamics in LLM iterative feedback systems, exploring convergence patterns, systematic biases, and optimal human intervention strategies.