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| 1 | Design Notes F |
| 2 | ============== |
| 3 | September 2025 |
| 4 | |
| 5 | Notes about implementing Atomese descriptions of RNN's an LSTM. |
| 6 | |
| 7 | Embedding Atoms into RNN and LSTM |
| 8 | ---------------------------------- |
| 9 | The task here is to be able to describe the structure of RNN's, LSTM and |
| 10 | similar networks in "pure Atomese", i.e. using PlusLink, TimesLink and |
| 11 | so on to describe the vector operations. |
| 12 | |
| 13 | A subtrask is to create vector embeddings for Atoms. Several types of |
| 14 | vector embeddings are posible: |
| 15 | * Every Atom has a 64-bit hash value; this could be converted to a |
| 16 | BoolValue and treated as a bit-vector embedding. These are currently |
| 17 | almost entirely collision-free. |
| 18 | * 256-bit hashes are also reasonable. |
| 19 | * Conventional RNN's and LSTM's use float vector embeddings. How would this |
| 20 | work? |
| 21 | |