Where Neuroscience Powers Machine Learning
A Gradio-based interactive playground for neuro-inspired learning algorithms
- Neuro-Inspired Learning Models:
- Hebbian Learning ("Fire together, wire together")
- STDP (Spike-Timing Dependent Plasticity)
- Hybrid Hebbian+STDP learning
- Interactive Visualizations:
- Real-time neuron activation heatmaps
- Decision boundary evolution
- Data Flexibility:
- Built-in datasets (Moons, Circles)
- Custom CSV upload support
- Install dependencies:
pip install gradio scikit-learn pandas matplotlib numpy