Abstract
CNNs constitute a class of spatially discrete, nonlinear dynamic systems. Once the inputs and the states are initialized, the dynamic of a CNN is determined by a set of parameters, so-called templates. We investigate issues concerning the dynamic behavior of a CNN due to variations in template values. In particular, we derive, based on the output invariance at the equilibrium, upper bounds for these variations. Furthermore, a general design approach for robust templates is proposed.
| Original language | English |
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| Pages (from-to) | 284-287 |
| Number of pages | 4 |
| Journal | Proceedings - IEEE International Symposium on Circuits and Systems |
| Volume | 3 |
| State | Published - 1996 |
| Externally published | Yes |
| Event | Proceedings of the 1996 IEEE International Symposium on Circuits and Systems, ISCAS. Part 1 (of 4) - Atlanta, GA, USA Duration: 12 May 1996 → 15 May 1996 |