README.md

metadata

title: Synapse Link
emoji: 🧠
colorFrom: green
colorTo: red
sdk: docker
app_port: 7860
pinned: false

Synapse_Link HEBB-9

Interactive Hebbian Learning neural network simulation. Watch synaptic connections strengthen and decay in real-time as the memory grid learns to reconstruct the input signal.

Controls

• Click grid cells to toggle stimulus neurons
• Sync Source — Generate a random input pattern
• Enable Drift — Shift the signal pattern over time
• Purge — Reset all grids and learned weights

Parameters

Param	Effect
SNR_Amp	Signal-to-noise strength — higher = cleaner memory encoding
Refresh_Hz	Simulation tick rate
Persistence	How long inactive cells retain their state
Cross_Talk	Spatial neighbor influence (like lateral inhibition)
Plasticity	Hebbian learning rate — how fast weights adapt

Tech

React 18 + Vite + Tailwind CSS, deployed as Docker on HuggingFace Spaces.