public:t-713-mers:mers-23:anns
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| public:t-713-mers:mers-23:anns [2023/09/12 14:00] – [ANNs & Reasoning] thorisson | public:t-713-mers:mers-23:anns [2024/04/29 13:33] (current) – external edit 127.0.0.1 | ||
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| | Current State | Very large ANNs of a particular kind, called Large Language Models and Deep Neural Networks, are used in a variety of industries to achieve the key property mentioned above, namely, to produce a (feed-forward) function based on large amounts of data, for a variety of classification tasks. | | Current State | Very large ANNs of a particular kind, called Large Language Models and Deep Neural Networks, are used in a variety of industries to achieve the key property mentioned above, namely, to produce a (feed-forward) function based on large amounts of data, for a variety of classification tasks. | ||
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| ====ANNs: Data & Training==== | ====ANNs: Data & Training==== | ||
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| | Application Areas | A trained ANNs can be employed essentially anywhere that a sophisticated classification function is needed. | | Application Areas | A trained ANNs can be employed essentially anywhere that a sophisticated classification function is needed. | ||
| | Requirements | | Requirements | ||
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| ====ANNs: Key Limitations==== | ====ANNs: Key Limitations==== | ||
| | Big Data | ANNs require large amounts of training data. If Big Data doesn' | | Big Data | ANNs require large amounts of training data. If Big Data doesn' | ||
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