A new implementation in CMOS technology for the neuron cell of the standard cellular neural networks (CNNs) is introduced. The proposed cell activation closely approximates a three-segment piecewise linear function, also at the corners of the technological process. This feature permits a generalised design procedure for the CNN which accurately accounts for the errors in the electronic implementation of the cell.
Forti, M., Pancioni, L., Rocchi, S., Vignoli, V. (2002). Implementation of CNN neuron activations. ELECTRONICS LETTERS, 38(22), 1369-1370 [10.1049/el:20020905].
Implementation of CNN neuron activations
FORTI M.;PANCIONI L.;ROCCHI S.;VIGNOLI V.
2002-01-01
Abstract
A new implementation in CMOS technology for the neuron cell of the standard cellular neural networks (CNNs) is introduced. The proposed cell activation closely approximates a three-segment piecewise linear function, also at the corners of the technological process. This feature permits a generalised design procedure for the CNN which accurately accounts for the errors in the electronic implementation of the cell.
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https://hdl.handle.net/11365/4158
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