meta-learning-biological-plasticity
CommunityMeta-learn biologically plausible plasticity rules.
Education & Research#meta-learning#neural-networks#local-learning#online-learning#biological-plasticity#random-feedback#plasticity-rules
Authorhiyenwong
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Discover plasticity rules that enable online learning under biologically plausible constraints, using fixed random feedback connections.
Core Features & Use Cases
- Meta-learn local, biologically plausible learning rules that work with fixed random feedback.
- Apply to deep networks in online and low-data settings, including neuromorphic-like scenarios.
- Validate and analyze rules for online adaptation, transfer, and stability.
Quick Start
Train a meta-learned local plasticity rule that enables online learning with fixed random feedback across multiple tasks.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: meta-learning-biological-plasticity Download link: https://github.com/hiyenwong/ai_collection/archive/main.zip#meta-learning-biological-plasticity Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.