neuromodulated-synaptic-plasticity
CommunityTrain neuromodulated SNNs with online learning.
Education & Research#neuroscience#meta-learning#online-learning#spiking-neural-network#neuromodulated#synaptic-plasticity#learning-to-learn
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Neuromodulated synaptic plasticity frameworks enable online, neuroscience-inspired learning in spiking neural networks, addressing the difficulty of adapting models in real time.
Core Features & Use Cases
- Online adaptation of SNNs using meta-learned plasticity rules guided by neuromodulator signals.
- Supports meta-learning workflows and continual learning in neuroscience-inspired AI systems.
- Use Case: researchers test rapid adaptation to changing stimuli in neuromorphic experiments.
Quick Start
Initialize a neuromodulated plasticity model and run a single online-adaptation trial on a benchmark task.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: neuromodulated-synaptic-plasticity Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#neuromodulated-synaptic-plasticity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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