Kuramoto Phase-Coupled Oscillator Attention in Transformers
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Jan 10, 2026 - Python
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kuramoto
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Full datasets and simulation code for the manuscript "Short- and long-range connections differentially modulate the small-world network’s dynamics and state"
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Dec 8, 2021 - Python
[Paper] Learning to Predict Synchronization code repository.
machine-learning deep-learning neural-network random-forest graph-theory kuramoto greenberg-hastings firefly-cellular-automata graph-lrcn
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Apr 12, 2021 - Python
Geometric memory engine on the S³ hypersphere — quaternion drift, phasor interference, MCP server
rust cli ai memory sqlite mcp quaternion geometric hypersphere kuramoto slerp llm model-context-protocol
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Apr 24, 2026 - Rust
Engine for modeling, simulation and measurement of multiscale networks of coherence through structural operators. https://chatgpt.com/g/g-67abc78885a88191b2d67f94fd60dc97-tnfr-resonant-fractal-nature-theory
network ontology complex-networks network-analysis fractal-algorithms fractals resonance structural-dynamics network-design structural-analysis kuramoto structural-design resonance-theory network-node resonance-systems fractal-dynamics tnfr
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Apr 24, 2026 - Python
Experimental quantitative research platform exploring geometric market signals and algorithmic trading system architecture.
python entropy quantitative-finance algorithmic-trading backtesting market-microstructure trading-systems fractal-analysis ricci-curvature research-platform kuramoto quantitative-research
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Apr 30, 2026 - Python
SCPN Control — Neuro-Symbolic Stochastic Petri Net Controller for Tokamak Plasma Control
python rust fusion petri-net control-systems tokamak plasma-physics formal-verification digital-twin pyo3 neuro-symbolic grad-shafranov spiking-neural-network kuramoto fusion-energy plasma-control
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Apr 23, 2026 - Python
Custom 18-DoF hexapod robot — Kuramoto-CPG locomotion controller, real-time gait visualiser, IMU heading-hold autonomous firmware, full mechanical CAD, and a 34-test verification suite.
python arduino embedded robotics numpy imu inverse-kinematics hexapod matplotlib 3d-printing kuramoto gait-generation coupled-oscillators central-pattern-generator bioinspired-robotics
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Apr 29, 2026 - Python
A mathematical framework for measuring the dynamics of consciousness. The framework uses a composite index of scale-free temporal organisation, cross-frequency organisation, and metastability.
signal-processing neuroscience eeg computational-neuroscience generative-model monte-carlo-simulation dynamical-systems biomarkers metastability consciousness phase-amplitude-coupling detrended-fluctuation-analysis cross-frequency-coupling brain-dynamics kuramoto hurst-exponent polysomnography lempel-ziv-complexity synthetic-eeg consciousness-index
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Apr 18, 2026 - Jupyter Notebook
Geometric framework for extracting structure, transitions, and stability from dynamical systems.
navigation simulation chaos multi-agent ieee dynamical-systems control-systems complex-systems lorenz stability resilience lyapunov stability-analysis kuramoto power-grid regime-navigation
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Apr 30, 2026 - Python
Supplementary material for the paper "Resilient Synchronization of Kuramoto Networks via Sparse Energy-Efficient Control" (CDC 2026 submission).
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Mar 20, 2026 - Python
Reduce LLM inference compute by 4x with no accuracy loss. Oscillatory adapter for pretrained Transformers.
adapter deep-learning transformers pytorch kuramoto parameter-efficient test-time-scaling oscillatory-dynamics
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Apr 16, 2026 - Python
Applied Math Lab
ode ie applied-mathematics bam pde mathematical-modelling vicsek-model michaelis-menten van-der-pol fitzhugh-nagumo morris-lecar gray-scott kuramoto gierer-meinhardt cdima
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Mar 31, 2026 - Jupyter Notebook
Domain-agnostic coherence control compiler built on Kuramoto/UPDE phase dynamics
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Apr 30, 2026 - Python
Quantum simulation of coupled-oscillator synchronisation on IBM Heron r2 (156 qubits). Rust-accelerated (5401×). 20/20 hardware experiments. CHSH S=2.165. First heterogeneous Kuramoto-XY on quantum hardware.
python rust quantum-computing spiking-neural-networks physics-simulation tokamak quantum-circuit plasma-physics quantum-physics qiskit quantum-simulation quantum-control pyo3 nisq vqe kuramoto ibm-quantum fusion-energy coupled-oscillators plasma-control
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Apr 30, 2026 - Python
Continuous-time Neural Field framework — classification through emergent wave interference on spherical topology (Kuramoto + Free Energy + Goldberg Polyhedron)
python pytorch computational-neuroscience free-energy hamiltonian kuramoto-model brain-inspired continuous-time neural-field edge-ai kuramoto complex-valued-networks oscillator-dynamics spherical-topology
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Mar 21, 2026 - Python
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