Assignment: Approximate Scan Logic

Tolerable faults refer to minor defects that do not significantly affect a chip's primary functions; The approximate computing paradigm allows chips with imperfect functional logic to be utilized for computations that can tolerate imprecise results. The faults may introduce marginal performance degradation or localized failures, but overall a chip with these faults can still meet its required specifications. This reduces waste by avoiding to discard chips that are only marginally defective.

The "approximate scan logic" method as introduced by Irith Pomeranz in the IEEE Design & Test Magazine May 2024 is considered.
Traditional scan-based testing is designed to identify faults that make chips unusable. Approximate scan logic refers to scan logic with faults that can be tolerated and is used for the application of scan-based tests targeting faults in the functional logic. The tests for the functional logic are adjusted to accommodate the presence of faults in the scan logic.

Pomeranz's approach acknowledges that certain defects, such as minor timing issues or localized failures, may be acceptable in applications where perfect operation is not mandatory, allowing for continued use of a chip rather than discarding it for minor imperfections. In the context of approximate scan logic, tolerable faults are those that do not critically affect the overall functionality of the chip despite being detected in the scan chain. These faults are often not catastrophic and might only marginally reduce performance or accuracy.

Based on the literature below, the following issues must be discussed:

Suggestions for literature