
BrainChip’s IP for Targeting AI Applications at the Edge
Brains and Machines
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Harnessing Recurrent Neural Networks
This chapter explores the benefits of recurrent neural networks (RNNs) and state-space methods in training these models effectively. It introduces temporal neural networks (TENS) as a solution for managing long-range dependencies, enhancing performance in tasks like language modeling and audio processing.
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