Artificial Intelligence

神经网络

Neural Network

A computational model inspired by the biological neural networks in the human brain, consisting of interconnected nodes (neurons) organized in layers that process information to recognize patterns and make decisions. / 受人类大脑生物神经网络启发的计算模型，由分层互连的节点（神经元）组成，用于处理信息以识别模式和做出决策。

Knowledge type: 数学理论
First proposed or discovered
Proposer: Turkey Farm member
Creator: 农场主
Last updated: 2026-11-13 23:06:00

Sub-knowledge points

Convolutional Neural Networks / 数学理论 Recurrent Neural Networks / 数学理论 Generative Adversarial Networks / 数学理论Backpropagation

Higher-order knowledge points

Machine learning / 数学理论 Deep Learning / 工艺技术Artificial General Intelligence

Main parameters and performance indicators

Architecture: Network topology and layer structureActivation Function: Non-linear transformation applied to neuronsLearning Rate: Step size for weight updates during trainingEpochs: Number of complete passes through the training dataset

Open problems

Explainability and interpretability of deep neural networksEfficient training of large-scale modelsHandling of imbalanced and noisy data

Related literature

ranked by community stars

Adaptive broad learning neural network for integrated guidance and control of maneuvering targetsOpen source

神经网络

Sub-knowledge points

Higher-order knowledge points

Main parameters and performance indicators

Open problems

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