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3 results for "composition"
- ai · arxiv/cs.LG · 8 min
Neural Networks and ODEs Compute Primitive Recursion via Dynamics, Not Composition
Bournez proves recurrent ReLU networks, polynomial ODEs, and discrete maps all express primitive recursive functions through continuous-time trajectories rather than symbolic subroutine chaining.
Apr 28, 2026 Read → - ai · arxiv/cs.AI · 8 min
Quantum HHL Algorithm Generates Music via Coherent Fourier Oracle
Researchers apply the Harrow-Hassidim-Lloyd quantum algorithm to music composition by encoding melodic preference and harmonic rules, achieving 97% grammatically valid chord progressions.
Apr 25, 2026 Read → - ai · arxiv/cs.AI · 8 min
Modular Neural Networks Learn Three-Valued Logic Without Symbolic Solvers
THEIA demonstrates that dedicated domain engines enable neural networks to master Kleene three-valued logic and generalize compositionally to sequences 100x longer than training.
Apr 17, 2026 Read →