ANALOG CONTENT ADDRESSABLE MEMORY CELL AND ARRAY FOR SOFT DECISION BOUNDARIES AND SOFT DECISION TREE COMPUTATION SYSTEM USING THE SAME
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United States of America
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Dec 12, 2024
app pub date -
Jun 5, 2024
filing date -
Jun 5, 2024
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Abstract
A SDT computation system is provided. The SDT computation system includes a SDT module, an ACAM array, and a mapping module. The SDT module is for outputting a final probability and configured to provide a SDT structure with a root node and deeper inner nodes for calculating probability, in which the final probability of each leaf node of the SDT structure is a product of all of node probabilities along a path from the root node to each leaf node, and wherein a final output of the SDT module is from a leaf with the highest probability. The mapping module is configured to map the SDT structure into the ACAM array, such that each of the ACAM cells in the ACAM array has a threshold programmed to be a parameter for a node in a path leading towards the leaf node of the SDT structure.
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