The progress of AI research will be closely tied to innovations in hardware.
Facebook's Chief AI Scientist Yann LeCun describes how advances in deep learning (DL) research will influence the hardware architecture of the future.
LeCun says the demand for DL-specific hardware will likely only increase. New architectural concepts such as dynamic networks, associative-memory structures, and sparse activations will affect the type of hardware architecture that will be required in the future.

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