Skip to content
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 2 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -21,6 +21,7 @@ We implement both linear and log-complexity recurrent models.
| Linear Recurrent Neural Network | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/1709.04057) | [[code]](memax/equinox/semigroups/lrnn.py) |
| Fast Autoregressive Transformer | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/2006.16236) | [[code]](memax/equinox/semigroups/fart.py) |
| Fast and Forgetful Memory | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/2310.04128) | [[code]](memax/equinox/semigroups/ffm.py) |
| Frame Stacking | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/1312.5602) | [[code]](memax/equinox/semigroups/stack.py) |
| Rotational RNN (RotRNN) | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/2407.07239) | [[code]](memax/equinox/semigroups/spherical.py) |
| Fast Weight Programmer | $O(\log{n})$ | [[paper]](https://arxiv.org/pdf/2508.08435) | [[code]](memax/equinox/semigroups/fwp.py) |
| DeltaNet | $O(\log{n})$ | [[paper]](https://arxiv.org/pdf/2406.06484) | [[code]](memax/equinox/semigroups/delta.py) |
Expand All @@ -32,6 +33,7 @@ We implement both linear and log-complexity recurrent models.
| ALiBi-Attention | $O(\log{n})$ | [[paper]](https://arxiv.org/abs/2108.12409) | [[code]](memax/equinox/semigroups/attn.py) |
| Elman Network | $O(n)$ | [[paper]](https://www.sciencedirect.com/science/article/pii/036402139090002E) | [[code]](memax/equinox/set_actions/elman.py) |
| Gated Recurrent Unit | $O(n)$ | [[paper]](https://arxiv.org/abs/1412.3555) | [[code]](memax/equinox/set_actions/gru.py) |
| Independently Recurrent Neural Network | $O(n)$ | [[paper]](https://arxiv.org/abs/1803.04831) | [[code]](memax/equinox/set_actions/indrnn.py) |
| Minimal Gated Unit | $O(n)$ | [[paper]](https://arxiv.org/abs/1603.09420) | [[code]](memax/equinox/set_actions/mgu.py) |
| Long Short-Term Memory Unit | $O(n)$ | [[paper]](https://ieeexplore.ieee.org/abstract/document/6795963) | [[code]](memax/equinox/set_actions/lstm.py) |

Expand Down
Loading