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Add new computational path when return_sequences=False #53

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NarsimhaChilkuri
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When return_sequences=False and the hidden cell is not an RNN, the LMUFeedforward computation can be made more efficient by computing the output as described in equation (25) in https://arxiv.org/pdf/2102.11417.pdf.

TODO:

  • Add tests

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