@Deena , wrong territory , @colb , one hand clapping.
Hi RELAYER , GPU VS Neuromorphic ,no contest.
Neuromorphic Chips: a Path Towards Human-level AI
Most deep learning practitioners acknowledge that the recent popularity of ‘deep learning’ is driven by hardware, in particular GPUs . The core algorithms of neural networks, such as the backpropagation algorithm for calculating gradients was developed in the 1970s and 80s, and convolutional neural networks were developed in the late 90s.
Neuromorphic chips are the logical next step from the use of GPUs. While GPU architecture is still designed for computer graphics, neuromorphic chips can implement neural networks directly into hardware. Neuromorphic chips are currently being developed by a variety of public and private entities, including DARPA, the EU, IBM and Qualcomm.
Cheers.
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