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Neural Turing Machine for a System on Chip

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A Neural Turing Machine (NTM) is a recurrent neural network model. NTMs combine the fuzzy pattern matching capabilities of neural networks with the algorithmic power of programmable computers. A NTM has a neural network controller coupled to external memory resources, which it interacts with through attentional mechanisms. The memory interactions are differentiable end-to-end, making it possible to optimize them using gradient descent.

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System on Chip

A System on Chip (SoC) is an integrated circuit that integrates components of a computer system (PU, RAM, GPIO, etc). As they are integrated on a single substrate, SoCs consume much less power and take up much less area than multi-chip designs with equivalent functionality. SoCs are common in the mobile computing, embedded systems and the Internet of Things.

Work: Neural Turing Machine in a System on Chip

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