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Neural Turing Machine for a Multi-Processor System on Chip

Products / MPSoC-NTM

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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.

  • include MPSoC-DV
  • include gnudebian

Multi-Processor System on Chip

A Multi-Processor System on Chip (MPSoC) is a System on Chip (SoC) which includes multiple Processing Units (PU). As such, it is a Multi-Core System-on-Chip. All PUs are linked to each other by a Network on Chip (NoC). These technologies meet the performance needs of multimedia applications, telecommunication architectures or network security.

Work: Neural Turing Machine in a MPSoC

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