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|Title:||Spatiotemporal memory that separates `what' and `when'|
|Authors:||Leow, Wee Kheng|
|Source:||Leow, Wee Kheng (1999). Spatiotemporal memory that separates `what' and `when'. Proceedings of the International Joint Conference on Neural Networks 6 : 4090-4094. ScholarBank@NUS Repository.|
|Abstract:||To process a spatiotemporal pattern, a short-term memory (STM) is needed to maintain the pattern over time. In general, a STM for storing a temporal sequence of input items should possess characteristics such as acting as a first-in-first-out buffer, storing multiple items of the same type, and encoding interval-invariant and rate-invariant representations of the input items. Some of these characteristics are lacking in existing STM models. This article presents a spatiotemporal STM that possesses all the above characteristics. It is achieved using a novel method of organizing the STM by separating the storage of spatial and temporal information.|
|Source Title:||Proceedings of the International Joint Conference on Neural Networks|
|Appears in Collections:||Staff Publications|
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