Giles CL - Search Results

1

First-order versus second-order single-layer recurrent neural networks.

Goudreau MW, Giles CL, Chakradhar ST, Chen D. Goudreau MW, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1994;5(3):511-3. doi: 10.1109/72.286928. IEEE Trans Neural Netw. 1994. PMID: 18267822

2

Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution.

Giles CL, Chen D, Sun GZ, Chen HH, Lee YC, Goudreau MW. Giles CL, et al. IEEE Trans Neural Netw. 1995;6(4):829-36. doi: 10.1109/72.392247. IEEE Trans Neural Netw. 1995. PMID: 18263373

3

An analysis of noise in recurrent neural networks: convergence and generalization.

Jim KC, Giles CL, Horne BG. Jim KC, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1996;7(6):1424-38. doi: 10.1109/72.548170. IEEE Trans Neural Netw. 1996. PMID: 18263536

4

Pruning recurrent neural networks for improved generalization performance.

Giles CL, Omlin CW. Giles CL, et al. IEEE Trans Neural Netw. 1994;5(5):848-51. doi: 10.1109/72.317740. IEEE Trans Neural Netw. 1994. PMID: 18267860

5

Learning long-term dependencies in NARX recurrent neural networks.

Lin T, Horne BG, Tino P, Giles CL. Lin T, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1996;7(6):1329-38. doi: 10.1109/72.548162. IEEE Trans Neural Netw. 1996. PMID: 18263528

6

Time-delay neural networks: representation and induction of finite-state machines.

Clouse DS, Giles CL, Horne BG, Cottrell GW. Clouse DS, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1997;8(5):1065-70. doi: 10.1109/72.623208. IEEE Trans Neural Netw. 1997. PMID: 18255709

7

Face recognition: a convolutional neural-network approach.

Lawrence S, Giles CL, Tsoi AC, Back AD. Lawrence S, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1997;8(1):98-113. doi: 10.1109/72.554195. IEEE Trans Neural Netw. 1997. PMID: 18255614

8

Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants.

Omlin CW, Giles CL. Omlin CW, et al. Among authors: giles cl. Neural Comput. 1996 May 15;8(4):675-96. doi: 10.1162/neco.1996.8.4.675. Neural Comput. 1996. PMID: 8624958

9

On the distribution of performance from multiple neural-network trials.

Lawrence S, Back AD, Tsoi AC, Giles CL. Lawrence S, et al. Among authors: giles cl. IEEE Trans Neural Netw. 1997;8(6):1507-17. doi: 10.1109/72.641472. IEEE Trans Neural Netw. 1997. PMID: 18255751

10

Computational capabilities of recurrent NARX neural networks.

Siegelmann HT, Horne BG, Giles CL. Siegelmann HT, et al. Among authors: giles cl. IEEE Trans Syst Man Cybern B Cybern. 1997;27(2):208-15. doi: 10.1109/3477.558801. IEEE Trans Syst Man Cybern B Cybern. 1997. PMID: 18255858

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