Data driven ICAD graph generation
A storage device may include a decoder configured to connect bits to a content node based on content-aware decoding process. The content-aware decoding process may be dynamic and determine connection structures of bits and content nodes based on patterns in data. In some cases, the decoder may connect non-adjacent bits to a content node based on a content-aware decoding process. In other cases, the decoder may connect a first number of bits to a first content node and a second number of bits to a second content node. In such cases, the first number of bits and the second number of bits are a different number.
1. A storage device, comprising:
an interface;
at least one memory device;
a controller coupled to the at least one memory device; and
a decoder configured to connect a first number of non-adjacent bits to a content node based on a content-aware decoding process, and a second number of non-adjacent bits to a second content node based on the content-aware decoding process, wherein the first number of non-adjacent bits and second number of non-adjacent bits are different.
2. The storage device of claim 1 , wherein the connection of non-adjacent bits is based on a determination of a pattern in data.
3. The storage device of claim 1 , wherein each iteration of the content-aware decoding process connects a different set of non-adjacent bits to the content node.
4. A storage device, comprising:
an interface;
at least one memory device;
a controller coupled to the at least one memory device; and
a decoder configured to connect non-adjacent bits to a content node based on a content-aware decoding process, wherein connecting non-adjacent bits to the content node includes a frequency calculation that groups repeating data.
5. The storage device of claim 4 , wherein the frequency calculation comprises a Fast Fourier transform (FFT).
6. A storage device, comprising:
an interface;
at least one memory device;
a controller coupled to the at least one memory device; and
a decoder configured to connect non-adjacent bits to a content node based on a content-aware decoding process, wherein connecting non-adjacent bits to the content node includes auto-correlation.
7. The storage device of claim 6 , wherein connecting non-adjacent bits to the content node includes spectral analysis of the auto-correlation.
8. The storage device of claim 1 , wherein connecting non-adjacent bits includes reordering data based on inherent data frequencies.
9. A storage device, comprising:
an interface;
at least one memory device;
a controller coupled to the at least one memory device; and
a decoder configured to connect non-adjacent bits to a content node based on a content-aware decoding process, wherein connecting non-adjacent bits is based on permuting a set of bits within a set content node structure.
10. A storage device, comprising:
an interface;
at least one memory device;
a controller coupled to the at least one memory device; and
a decoder configured to connect, based on a content-aware decoding process:
a first number of bits to a first content node, and
a second number of bits to a second content node,
wherein the first number of bits and the second number of bits are different.
11. The storage device of claim 10 , wherein the first content node is connected to a different number of bits in each iteration of the content-aware decoding process.
12. The storage device of claim 11 , wherein the second content node is connected to a different number of bits in each iteration of the content-aware decoding process.
13. The storage device of claim 12 , wherein the number of bits connected to the first content node and the second content node is different for each iteration of the content-aware decoding process.
14. The storage device of claim 10 , wherein the decoder is configured to connect a third number of bits to a third content node, wherein the third number of bits is the same as the first number of bits or the second number of bits.
15. The storage device of claim 10 , wherein the decoder is configured to connect a third number of bits to a third content node, wherein the third number of bits is different than the first number of bits and the second number of bits.
16. The storage device of claim 10 , wherein the connection is based on at least one of:
a frequency calculation;
auto-correlation;
spectral analysis of the auto correlation;
inherent data frequencies; and
a permutation of bits within a set content node structure.
17. A storage device, comprising:
means for determining a pattern in data; and
means for connecting bits to a set of content nodes based on the pattern in the data, that includes at least one of:
means to connect non-adjacent bits to each content node; and
means to connect a different number of bits to each content node wherein the bits are either:
non-adjacent; or
unequal in number; or
combinations thereof.
18. The storage device of claim 17 , wherein the means for determining a pattern in data determines the pattern from a decoder.
19. The storage device of claim 17 , wherein the means for connecting bits to a set of content nodes connects bits from a decoder.