The ultimate goal, she says, is robots that are far more "graceful" than those of today. "Robots […] have this clunkiness and heaviness," she says, "which is so different from the way we move."
然而，随着数据量的爆发增长，DRAM及NAND在耗电量及数据访问速度上依旧无法跟上需求的脚步。他们在需要高速运算的应用场景中也有一些阻碍。
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Exclusive: Home affairs department intervened about the use of non-modified people movers after 500 detention centre staff flagged safety concerns
为什么需要非线性？ 想象一下，如果网络里每一层都是线性的（比如 y=Wx+b），无论堆叠多少层，最终网络都只是一条线性映射。深度堆叠就没有意义了，网络的表达能力非常有限。