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[Machine learning has been capturing headlines for its successes in notoriously difficult artificial intelligence problems. From the decisive victories of DeepMind’s AlphaGo system against topranked human Go players to the wonder of self-driving cars navigating city streets, the impact of these...
[There are many ways to go about building custom hardware to accelerate neural networks, and many types of networks to accelerate. In this chapter, we focus on designing and optimizing hardware accelerators for executing inferences on fully connected neural networks. This narrow focus allows us...
[Beyond a shadow of a doubt, deep learning is a protean field. The last decade has given rise to unprecedented progress in many fields through the use of practical deep learning techniques. Furthermore, the current level of interest from well-funded industry organizations is likely to ensure...
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