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John J. Shynk
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Publications
- 1996
- [j19]Neil J. Bershad, Nicolas Cubaud, John J. Shynk:
Stochastic convergence analysis of the single-layer backpropagation algorithm for noisy input data. IEEE Trans. Signal Process. 44(5): 1315-1319 (1996) - [c11]Neil J. Bershad, John J. Shynk:
Statistical analysis of the single-layer backpropagation algorithm with bias terms: mean weight behavior. ICASSP 1996: 3537-3540 - 1995
- [j18]Neil J. Bershad, John J. Shynk, Jeffrey L. Vaughn, Colin F. N. Cowan:
Stochastic convergence analysis of a partially adaptive two-layer perceptron using a system identification model. Signal Process. 43(3): 279-292 (1995) - [j16]Suhas N. Diggavi, John J. Shynk, Neil J. Bershad:
Convergence models for Rosenblatt's perceptron learning algorithm. IEEE Trans. Signal Process. 43(7): 1696-1702 (1995) - [c10]Neil J. Bershad, Nicolas Cubaud, John J. Shynk:
Statistical analysis of the single-layer backpropagation algorithm for noisy training data. ICASSP 1995: 3383-3386 - 1994
- [j14]Neil J. Bershad, John J. Shynk:
Performance analysis of a converged single-layer perceptron for nonseparable data models with bias terms. IEEE Trans. Signal Process. 42(1): 175-188 (1994) - 1993
- [j12]John J. Shynk, Neil J. Bershad:
Stationary points of a single-layer perceptron for nonseparable data models. Neural Networks 6(2): 189-202 (1993) - [j11]Neil J. Bershad, John J. Shynk, Paul L. Feintuch:
Statistical analysis of the single-layer backpropagation algorithm. I. mean weight behavior. IEEE Trans. Signal Process. 41(2): 573-582 (1993) - [j10]Neil J. Bershad, John J. Shynk, Paul L. Feintuch:
Statistical analysis of the single-layer backpropagation algorithm. II. MSE and classification performance. IEEE Trans. Signal Process. 41(2): 581-591 (1993) - 1992
- [c7]Neil J. Bershad, John J. Shynk:
Performance analysis of a single-layer perceptron for a nonseparable data model. ICASSP 1992: 201-204 - 1991
- [c6]Neil J. Bershad, John J. Shynk, Paul L. Feintuch:
Statistical analysis of the single-layer backpropagation algorithm. ICASSP 1991: 2157-2160
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