High-order bidirectional associative memory
High-order bidirectional associative memory
- Author(s): H.-M. Tai ; C.-H. Wu ; T.-L. Jong
- DOI: 10.1049/el:19890950
For access to this article, please select a purchase option:
Buy article PDF
Buy Knowledge Pack
IET members benefit from discounts to all IET publications and free access to E&T Magazine. If you are an IET member, log in to your account and the discounts will automatically be applied.
Thank you
Your recommendation has been sent to your librarian.
- Author(s): H.-M. Tai 1 ; C.-H. Wu 2 ; T.-L. Jong 3
-
-
View affiliations
-
Affiliations:
1: Dept. of Electrical Engineering, University of Tulsa, Tulsa, USA
2: Dept. of Electrical Engineering, Auburn University, Auburn, USA
3: Dept. of Electrical Engineering, Texas Technical University, Lubbock, USA
-
Affiliations:
1: Dept. of Electrical Engineering, University of Tulsa, Tulsa, USA
- Source:
Volume 25, Issue 21,
12 October 1989,
p.
1424 – 1425
DOI: 10.1049/el:19890950 , Print ISSN 0013-5194, Online ISSN 1350-911X
A novel encoding scheme of a bidirectional associative memory (BAM) incorporating the high-order nonlinearity is proposed. This method significantly improves the storage capacity and error-correcting capability of the BAM.
Inspec keywords: neural nets; content-addressable storage; encoding
Other keywords:
Subjects: Digital storage
References
-
-
1)
- Wang, Y.-F., Cruz, J.B., Mulligan, J.H.: `An enhanced bidirectional associative memory', Proc. IJCNN, p. I-105–I-110.
-
2)
- B. Kosko . Adaptive bidirectional associative memory. Appl. Opt. , 4947 - 4960
-
3)
- D. Psaltis , C.H. Park , J. Hong . Higher order associative memories and their optical implementations. Neural Networks , 149 - 163
-
4)
- Cruz, J.B., Stubberud, A.R.: `Intelligent control of variably configured systems using neural networks', Proc. IEEE TENCON 87, 1987, p. 893–898.
-
5)
- H.-M. Tai , T.-L. Jong . Neural networks with higher-order nonlinearity. Electron. Lett. , 1225 - 1226
-
6)
- Mathai, G., Upadhyaya, B.R.: `Performance analysis and application of the bidirectional associative memory to industrial spectral signatures', Proc. IJCNN, 1989, p. I-33–I-37.
-
7)
- B. Kosko . Bidirectional associative memory. IEEE Trans. SMC , 1 , 49 - 60
-
8)
- Chen, H.H., Lee, Y.C., Sun, G.Z., Lee, H.Y., Maxwell, T., Lee Giles, C.: `High order correlation model for associative memory', Proc. AIP conf. Neural Networks for Computing, 1986, p. 86–99.
-
1)