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associative memory
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draggett authored Sep 18, 2024
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Expand Up @@ -52,7 +52,7 @@ Associative memory maps cue patterns to data patterns even when the cue is noisy
* Retrieval with degraded or noisy cues
* Compound cues and data equivalent to Chunks
* Functional, temporal and spatial cues
* Stochastic selection: if there are multiple memories with very similar keys, the probability of retrieving any one of them depends on its level of activation, using some stochastic variant of winner-takes-all
* Stochastic selection: if there are multiple memories with very similar cues, the probability of retrieving any one of them depends on its level of activation, using some stochastic variant of winner-takes-all
* Single-shot storage rather than requiring repeated presentations of each cue/value pair
* Short and long term memory with a model for boosting and decay
* Minimisation of interference to ensure effective use of memory capacity, e.g. using sparse coding
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