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Reasoning as Attractor Dynamics: Latent Memory Retrieval via Gibbs-Weighted Energy Minimization
Reasoning as Attractor Dynamics: Latent Memory Retrieval via Gibbs-Weighted Energy Minimization
Arxiv
0+阅读 · 6月23日
Cyclic Denoising Reveals Ultrastable Memories in Diffusion Models
Arxiv
0+阅读 · 6月22日
Attractor Domain Theory: A Mathematical Framework for Cardiovascular Attractor Analysis with Wearable Photoplethysmography (PPG) Validation
Arxiv
0+阅读 · 6月20日
The Fractal Neural Operator: Overcoming Spectral Bias in Chaotic Attractors via Prime-Harmonic Weierstrass Encodings
Arxiv
0+阅读 · 6月22日
Approximating velocity fields with planted attractors via Neural-ODEs for classification purposes
Approximating velocity fields with planted attractors via Neural-ODEs for classification purposes
Arxiv
0+阅读 · 6月22日
LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor
Arxiv
0+阅读 · 6月21日
Right Knowledge, Wrong Answer: Test-Time Steering for Temporal Fact Conflicts in Open-Weight Language Models
Arxiv
0+阅读 · 6月18日
Ghost Attractor Networks: Basin-Structured Dynamical Decoders for Closed-Loop Sequential Generation
Arxiv
0+阅读 · 6月16日
DCR: Counterfactual Attractor Guidance for Rare Compositional Generation
Arxiv
0+阅读 · 5月7日
AssistDLO: Assistive Teleoperation for Deformable Linear Object Manipulation
Arxiv
0+阅读 · 5月7日
Mutation Without Variation: Convergence Dynamics in LLM-Driven Program Evolution
Arxiv
0+阅读 · 6月3日
Attractor-Vascular Coupling Theory: Formal Grounding and Empirical Validation for AAMI-Standard Cuffless Blood Pressure Estimation from Smartphone Photoplethysmography
Arxiv
0+阅读 · 5月11日
Self-orthogonalizing attractor neural networks emerging from the free energy principle
Arxiv
0+阅读 · 5月21日
Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning
Arxiv
0+阅读 · 5月20日
Geometric and dynamical analysis of attractor boundaries and storage limits in kernel Hopfield networks
Arxiv
0+阅读 · 5月8日
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