启示AGI之路:神经科学和认知心理学大回顾 全译上

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A Review of Findings from Neuroscience and Cognitive Psychology as Possible Inspiration for the Path to Artificial General Intelligence  神经科学和认知心理学的发现回顾：作为通往人工通用智能之路的可能启示 https://arxiv.org/abs/2401.10904 1. Introduction 2. The Biological Neuron    - 2.1. The Structure of the Neuron    - 2.2. The Structure of the Chemical Synapse    - 2.3. The Formation of the Action Potential    - 2.4. Excitation and Inhibition    - 2.5. The Complexity of the Brain 3. Neuron Models    - 3.1. Hodgkin-Huxley Model    - 3.2. Izhikevich Model    - 3.3. Integrate and Fire (IF) and Leaky Integrate and Fire (LIF) Neurons    - 3.4. Spike Frequency Adaptation    - 3.5. The Compartmental Neuron 4. Spiking Neural Networks    - 4.1. Neural Coding      - 4.1.1. Rate Coding      - 4.1.2. Temporal Coding      - 4.1.3. Burst Coding      - 4.1.4. Comparison    - 4.2. The Computational Power of SNNs    - 4.3. Discuss ………………………………