SkillCheckCategoriesMethodology

feedback-hebbian-continual-learning 86/100

Backpropagation-free continual learning using feedback-aligned Hebbian plasticity. Replaces backpropagation with local Hebbian updates guided by random feedback connections, enabling biologically plausible continual learning without catastrophic forgetting. Use for bio-inspired learning, continual/incremental learning, and backprop-free neural network training. Activation: backprop-free learning,

no risky patterns detected

Type: Agent skill (SKILL.md) · Category: Science, Health & Education · Source: https://github.com/hiyenwong/ai_collection/tree/HEAD/collection/skills/ai-ml/fee

Score breakdown

Capabilities (fewer powerful permissions = higher)50/50
Maintenance21/35
Documentation15/15

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