Citation: D. Saad et M. Rattray, GLOBALLY OPTIMAL LEARNING RATES FOR MULTILAYER NEURAL NETWORKS, Philosophical magazine. B. Physics of condensed matter.Statistical mechanics, electronic, optical and magnetic, 77(5), 1998, pp. 1523-1530
Citation: M. Rattray et D. Saad, ANALYSIS OF ONLINE TRAINING WITH OPTIMAL LEARNING RATES, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 58(5), 1998, pp. 6379-6391
Citation: Ahl. West et D. Saad, ROLE OF BIASES IN ONLINE LEARNING OF 2-LAYER NETWORKS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 57(3), 1998, pp. 3265-3291
Citation: D. Saad et M. Rattray, LEARNING WITH REGULARIZERS IN MULTILAYER NEURAL NETWORKS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 57(2), 1998, pp. 2170-2176
Authors:
SAAD D
MUKHERJEE R
THOMAS PB
IANNINI JP
BASLER CG
HEBBAR L
O SJ
MORELAND S
WEBB ML
POWELL JR
SPINALE FG
Citation: D. Saad et al., THE EFFECTS OF ENDOTHELIN-A RECEPTOR BLOCKADE DURING THE PROGRESSION OF PACING-INDUCED CONGESTIVE-HEART-FAILURE, Journal of the American College of Cardiology, 32(6), 1998, pp. 1779-1786
Citation: Ahl. West et D. Saad, THE STATISTICAL-MECHANICS OF CONSTRUCTIVE ALGORITHMS, Journal of physics. A, mathematical and general (Print), 31(45), 1998, pp. 8977-9021
Authors:
SAAD D
MUKHERJEE R
THOMAS PB
IANNINI JP
HEBBAR L
SEUNGJUN O
MORELAND S
POWELL JR
SPINALE FG
Citation: D. Saad et al., ENDOTHELIN SUBTYPE-A RECEPTOR BLOCKADE PREVENTS THE PROGRESSION OF LEFT-VENTRICULAR AND MYOCYTE CONTRACTILE DYSFUNCTION WITH DEVELOPING CONGESTIVE-HEART-FAILURE, Circulation, 98(17), 1998, pp. 3779-3779
Citation: Ahl. West et D. Saad, ONLINE LEARNING WITH ADAPTIVE BACKPROPAGATION IN 2-LAYER NETWORKS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 56(3), 1997, pp. 3426-3445
Citation: Jas. Freeman et D. Saad, DYNAMICS OF ONLINE LEARNING IN RADIAL BASIS FUNCTION NETWORKS, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 56(1), 1997, pp. 907-918
Citation: M. Rattray et D. Saad, GLOBALLY OPTIMAL ONLINE LEARNING RULES FOR MULTILAYER NEURAL NETWORKS, Journal of physics. A, mathematical and general, 30(22), 1997, pp. 771-776
Citation: Ahl. West et D. Saad, THRESHOLD-INDUCED PHASE-TRANSITIONS IN PERCEPTRONS, Journal of physics. A, mathematical and general, 30(10), 1997, pp. 3471-3496
Citation: D. Saad et M. Rattray, GLOBALLY OPTIMAL PARAMETERS FOR ONLINE LEARNING IN MULTILAYER NEURAL NETWORKS, Physical review letters, 79(13), 1997, pp. 2578-2581
Citation: Jas. Freeman et D. Saad, RADIAL BASIS FUNCTION NETWORKS - GENERALIZATION IN OVER-REALIZABLE AND UNREALIZABLE SCENARIOS, Neural networks, 9(9), 1996, pp. 1521-1529
Citation: G. Marion et D. Saad, FINITE-SIZE EFFECTS IN BAYESIAN MODEL SELECTION AND GENERALIZATION, Journal of physics. A, mathematical and general, 29(17), 1996, pp. 5387-5404
Citation: D. Saad et Sa. Solla, ONLINE LEARNING IN SOFT COMMITTEE MACHINES, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics, 52(4), 1995, pp. 4225-4243
Citation: G. Marion et D. Saad, A STATISTICAL-MECHANICAL ANALYSIS OF A BAYESIAN-INFERENCE SCHEME FOR AN UNREALIZABLE RULE, Journal of physics. A, mathematical and general, 28(8), 1995, pp. 2159-2171
Citation: D. Barber et al., FINITE-SIZE EFFECTS AND OPTIMAL TEST SET SIZE IN LINEAR PERCEPTRONS, Journal of physics. A, mathematical and general, 28(5), 1995, pp. 1325-1334