Exemplar-based natural language processing
US-10169329-B2 · Jan 1, 2019 · US
US11263290B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11263290-B2 |
| Application number | US-201916381926-A |
| Country | US |
| Kind code | B2 |
| Filing date | Apr 11, 2019 |
| Priority date | Apr 11, 2019 |
| Publication date | Mar 1, 2022 |
| Grant date | Mar 1, 2022 |
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A device configured to emulate a bidirectional string correlithm object generator includes multiple processing stages that operate together to output a bidirectional string correlithm object. The bidirectional string correlithm object includes sub-string correlithm objects that extend in different n-dimensional directions from a central sub-string correlithm object.
Opening claim text (preview).
The invention claimed is: 1. A device configured to emulate a bidirectional string correlithm object generator, comprising: a first processing stage that outputs a first sub-string correlithm object comprising an n-bit digital word, wherein each bit of the n-bit digital word comprises a value of zero or one; a second processing stage communicatively coupled to the first processing stage and that: receives the first sub-string correlithm object from the first processing stage; receives a distance parameter representing a distance in n-dimensional space between adjacent sub-string correlithm objects, the distance parameter identifying a particular number of bits; for each bit of the first sub-string correlithm object up to the particular number of bits identified by the distance parameter, changes the value from a zero to a one or from a one to a zero; and outputs a second sub-string correlithm object comprising an n-bit digital word, wherein each bit of the second sub-string correlithm object has a value that is based on the value of a corresponding bit of the first sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter; and a third processing stage communicatively coupled to the first processing stage and that: receives the first sub-string correlithm object from the first processing stage; receives the distance parameter; for each bit of the first sub-string correlithm object up to the particular number of bits identified by the distance parameter, changes the value from a zero to a one or from a one to a zero; and outputs a third sub-string correlithm object comprising an n-bit digital word, wherein each bit of the third sub-string correlithm object has a value that is based on the value of a corresponding bit of the first sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter. 2. The device of claim 1 , wherein the second processing stage further: receives the second sub-string correlithm object as feedback from the second processing stage; for each bit of the second sub-string correlithm object up to the particular number of bits identified by the distance parameter, changes the value from a zero to a one or from a one to a zero; and outputs a fourth sub-string correlithm object comprising an n-bit digital word, wherein each bit of the fourth sub-string correlithm object has a value that is based on the value of a corresponding bit of the second sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter. 3. The device of claim 2 , wherein the third processing stage further: receives the third sub-string correlithm object as feedback from the third processing stage; for each bit of the third sub-string correlithm object up to the particular number of bits identified by the distance parameter, changes the value from a zero to a one or from a one to a zero; and outputs a fifth sub-string correlithm object comprising an n-bit digital word, wherein each bit of the fifth sub-string correlithm object has a value that is based on the value of a corresponding bit of the third sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter. 4. The device of claim 1 , wherein the first processing stage receives a dimension parameter as an input, the dimension parameter identifying the number of dimensions, n, in the n-bit digital word for each sub-string correlithm object. 5. The device of claim 1 , wherein the first sub-string correlithm object, the second sub-string correlithm object, and a third sub-string correlithm object form a first bidirectional string correlithm object in which the first sub-string correlithm object precedes and is adjacent to the second sub-string correlithm object and the first sub-string correlithm object precedes and is adjacent to the third sub-string correlithm object. 6. The device of claim 5 , wherein the first processing stage and the second processing stage are each configured to output additional sub-string correlithm objects based at least in part upon the first sub-string correlithm object to form a second bidirectional string correlithm object that has only the first sub-string correlithm object in common with the first bidirectional string correlithm object. 7. The device of claim 1 , wherein the distance parameter corresponds to one standard deviation of the n-dimensional space. 8. The device of claim 1 , wherein: the second processing stage successively outputs a subsequent sub-string correlithm object based on changing bit values of the immediately prior sub-string correlithm object received as feedback; and the third processing stage successively outputs a subsequent sub-string correlithm object based on changing bit values of the immediately prior sub-string correlithm object received as feedback. 9. The device of claim 1 , wherein: the bits of the first sub-string correlithm object that are changed in value for the second sub-string correlithm object are selected randomly from the n-bit digital word; and the bits of the first sub-string correlithm object that are changed in value for the third sub-string correlithm object are selected randomly from the n-bit digital word. 10. The device of claim 1 , wherein: the first sub-string correlithm object has a first core; the second sub-string correlithm object has a second core; the third sub-string correlithm object has a third core; the first core overlaps in n-dimensional space with the second core; and the first core overlaps in n-dimensional space with the third core. 11. A method for generating a bidirectional string correlithm object, comprising: outputting at a first processing stage a first sub-string correlithm object comprising an n-bit digital word, wherein each bit of the n-bit digital word comprises a value of zero or one; receiving the first sub-string correlithm object at a second processing stage; receiving at the second processing stage a distance parameter representing a distance in n-dimensional space between adjacent sub-string correlithm objects, the distance parameter identifying a particular number of bits; for each bit of the first sub-string correlithm object up to the particular number of bits identified by the distance parameter, changing the value from a zero to a one or from a one to a zero; outputting a second sub-string correlithm object comprising an n-bit digital word, wherein each bit of the second sub-string correlithm object has a value that is based on the value of a corresponding bit of the first sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter; receiving the first sub-string correlithm object at a third processing stage; receiving the distance parameter at the third processing stage; for each bit of the first sub-string correlithm object up to the particular number of bits identified by the distance parameter, changing the value from a zero to a one or from a one to a zero; outputting a third sub-string correlithm object comprising an n-bit digital word, wherein each bit of the third sub-string correlithm object has a value that is based on the value of a corresponding bit of the first sub-string correlithm object and the changed values for the particular number of bits identified by the distance parameter. 12. The method of claim 11 , further comprising: receiving at the second processing stage the second sub-string correlithm object as feedback; for each bit of the second sub-st
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