Purin: A Biology-inspired Mechanism for Artificial Neural Networks

arXiv:2609.31235 · cs.AI, cs.NE · Submitted 2026-09-25 · Read on arXiv

cs.AI, cs.NE

Submitted: 2026-09-25

Updated: 2026-09-25

Terminology

• Accuracy — 17× in this paper · explained in 1 episode
• Abstraction — 16× in this paper · explained in 1 episode
• Activation Function — 8× in this paper · explained in 1 episode
• Benchmark — 6× in this paper · explained in 2 episodes
• Ablation — 4× in this paper · explained in 1 episode
• Computer Vision and Pattern Recognition — 3× in this paper
• Ablation study — 1× in this paper · explained in 1 episode
• AdamW Optimizer — 1× in this paper · explained in 1 episode
• Data Augmentation — 1× in this paper · explained in 7 episodes
• Feature Extraction — 1× in this paper · explained in 2 episodes
• Information Leakage — 1× in this paper · explained in 2 episodes

Sources

• Toward Large-scale Spiking Neural Networks: A Comprehensive Survey and Future Directions
• Very Deep Convolutional Networks for Large-Scale Image Recognition

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