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backend
backend
 
 
frontend
frontend
 
 
wavephysai
wavephysai
 
 
.gitignore
.gitignore
 
 
2D wavw field
2D wavw field
 
 
Add paper.md for JOSS submission
Add paper.md for JOSS submission
 
 
Add read.me for JOSS submission
Add read.me for JOSS submission
 
 
Citation.Cff
Citation.Cff
 
 
Demo
Demo
 
 
GIF generation
GIF generation
 
 
LICENSE
LICENSE
 
 
License
License
 
 
Noise robust.png
Noise robust.png
 
 
README,demo
README,demo
 
 
README.md
README.md
 
 
Reference.bib
Reference.bib
 
 
Run-backend
Run-backend
 
 
Run-frontend
Run-frontend
 
 
SerPhaseTopo_Paper.docx
SerPhaseTopo_Paper.docx
 
 
Serpentine phase topology
Serpentine phase topology
 
 
Static Multi-Snapshot
Static Multi-Snapshot
 
 
Topology stabilized coherence
Topology stabilized coherence
 
 
Topology stabilized coherence-noise
Topology stabilized coherence-noise
 
 
Trainable phase
Trainable phase
 
 
XOR
XOR
 
 
accuracy vs phase noise
accuracy vs phase noise
 
 
interference->classification
interference->classification
 
 
make_gif_advanced.py
make_gif_advanced.py
 
 
recursive interference→self-stabilizing memory
recursive interference→self-stabilizing memory
 
 
self healing recursive.png
self healing recursive.png
 
 
serpentine phase modulation.png
serpentine phase modulation.png
 
 
serpentine wave topology.png
serpentine wave topology.png
 
 
spt_fig1_field.png
spt_fig1_field.png
 
 
spt_fig2_coherence.png
spt_fig2_coherence.png
 
 
spt_fig3_multiscale.png
spt_fig3_multiscale.png
 
 
wave vs neural network
wave vs neural network
 
 
wave+memory+topology+recursive interference
wave+memory+topology+recursive interference
 
 
wave+memory+topology+recursive interference.png
wave+memory+topology+recursive interference.png
 
 

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wavephysai

DOI Python License Physical Wave Neuromorphic Computing for Humanoid Control

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Physical Wave Neuromorphic Computing for Humanoid Control

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v0.1.0 Latest
Apr 22, 2026

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