linco@eng.umd.edu (Sam Lin) (02/08/90)
In their paper, "Neural Nets for Adaptive Filtering and Adaptive Pattern Recognition (IEEE Computer, March 1988)," Bernard Widrow and Rodney Winter describe a feed-forward network for pattern recognition, whose responses are invariant to translation, rotation, and scale change of the input pattern. This network is based on multiple ADALINE neurodes, and the Madaline rule II (MRII) training method. Does anyone know where I can find further information on this network? Is there a follow-up article? Sources of information on the translation/rotation/scale invariance of backpropagation (or other networks) in pattern recognition would also be appreciated. Thanks in advance. Sam Lin Internet: linco@eng.umd.edu UUCP: ..!uunet!eng.umd.edu!linco
debbiec@hprmokg.HP.COM (Debbie Clingingsmith) (02/21/90)
> In their paper, "Neural Nets for Adaptive Filtering and Adaptive > Pattern Recognition (IEEE Computer, March 1988)," Bernard Widrow and > Rodney Winter describe a feed-forward network for pattern > recognition, whose responses are invariant to translation, rotation, > and scale change of the input pattern. This network is based on > multiple ADALINE neurodes, and the Madaline rule II (MRII) training > method. Does anyone know where I can find further information on > this network? Dr. Widrow gave a presentation at the 1989 WESCON in S.F. He presented his original 1960 paper where ADALINE and Madaline were described (first time in WESCON history where a paper was presented twice). Anyway, the paper was reprinted in the conference proceedings. Hope this helps. ============================================================================= Debbie Clingingsmith | Telnet: 1-785-5226 NCMO - North | Outside: (916) 785-5226 Hewlett-Packard | Internet: debbiec%hprmokg@hplabs.hp.com 8000 Foothills Blvd. | Roseville, Ca. 95678 |
raja@silver.ucs.indiana.edu (Raja Sooriamurthi) (02/28/90)
> Dr. Widrow gave a presentation at the 1989 WESCON in S.F. He >presented his original 1960 paper where ADALINE and Madaline were >described (first time in WESCON history where a paper was presented >twice). Anyway, the paper was reprinted in the conference proceedings. > Hope this helps. The original 1960 paper by Widrow and Hoff, "Adaptive switching circuits", is also re-printed in the book "Neurocomputing : Foundations of research" eds- Anderson & Rosenfeld, MIT press (1988). In thier introduction to this paper the editors refer you to the book "Adaptive signal processing" - Widrow & Stearns, Prentice Hall (1985) for more details about the LMS (Least Mean Square) algorithm, its variants and their use in signal processing. - Raja raja@silver.ucs.indiana.edu