by hyoukjun kwon on Aug 28, 2023 | Tags: acceleration, AI, dataflow, efficiency, ML, Specialization
The Benefit vs Curse of Specialization The pervasiveness of deep neural network (DNN) accelerators and cambrian explosion in AI accelerator chip designs is testament to the value of specialization. The datapaths in these accelerators are tailored to the operators and...
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by Reetuparna Das on May 23, 2018 | Tags: Accelerators, AI, Neural Networks, Throwback
Neural networks are transforming AI and will impact our society in ways we can’t begin to imagine. The possibilities are endless: from autonomous vehicles to revolutionizing healthcare. The hardware industry is clearly excited about this revolution, as can be seen...
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