Recurrent Layers Reference#
This page documents all custom recurrent layers provided in the torchrecurrent.
Multi-layer antisymmetric recurrent neural network. |
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Multi-layer gated antisymmetric recurrent neural network. |
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Multi-layer neuromodulated bistable recurrent neural network. |
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Multi-layer bistable recurrent neural network. |
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Multi-layer chaos free recurrent neural network. |
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Multi-layer coupled oscillatory recurrent neural network. |
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Multi-layer fast recurrent neural network. |
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Multi-layer FastGRNN. |
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Multi-layer additive–transform recurrent neural network. |
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Multi-layer independently recurrent neural network. |
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Multi-layer JANET (Just Another NETwork) recurrent neural network. |
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Multi-layer long expressive memory recurrent neural network. |
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Multi-layer light recurrent unit neural network. |
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Multi-layer light gated recurrent unit neural network. |
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Multi-layer minimal gated unit neural network. |
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Multi-layer multiplicative long short-term memory network. |
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Multi-layer mutated unit type 1 recurrent network. |
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Multi-layer mutated unit type 2 recurrent network. |
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Multi-layer mutated unit type 3 recurrent network. |
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Multi-layer neural architecture search recurrent network. |
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Multi-layer original long short-term memory (LSTM) network. |
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Multi-layer peephole long short-term memory (LSTM) network. |
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Multi-layer Recurrent Additive Network (RAN). |
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Multi-layer Structurally Constrained Recurrent Network (SCRN). |
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Multi-layer Simple Gated Recurrent Network (SGRN). |
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Multi-layer Stackable Recurrent (STAR) network. |
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Multi-layer Update Gate Recurrent Neural Network (UGRNN). |
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Multi-layer Undamped Independent Controlled Oscillatory RNN (UnICORNN). |
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Multi-layer LSTM with working-memory connections (WMCLSTM). |