Title :
On stability of CNN with asymmetric opposite-sign templates and non-unity gain output functions
Author :
Wang, Jun-sheng ; Gan, Qiang ; Yu Wei
Author_Institution :
Dept. of Biol. Sci. & Med. Eng., Southeast Univ., Nanjing, China
Abstract :
This paper discusses the stability of CNN with asymmetric opposite-sign templates and non-unity gain output functions. Many new stable states, NCCD-i (i=3,4,…,6) and TL-i (i=3,4,…,8) as well as shadow detection 4 and 2 (SD-1 and SD-2), are discovered, which differ from connected component detector (CCD) and new connected component detection I and 2 (NCCD-1 and NCCD-2) as well as thinning-like 4 and 2 (TL-1 and TL-2). These new stable states and their corresponding stable conditions are given
Keywords :
cellular neural nets; stability; CNN stability; asymmetric opposite-sign templates; nonunity gain output functions; stable conditions; stable states; Biomedical engineering; Cellular neural networks; Charge coupled devices; Detectors; Engineering in medicine and biology; Equations; Gallium nitride; Stability analysis;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.541658
