David Saad - Concepedia

Author

David Saad

Aston University ORCID

Also Known As

D Saad, D. SAAD, D. Saad, Dalia Abou Saad, David SAAD, David Saad, Dominic Saad, Saad, Saad, D., Saad, David

242

Publications

3.9K

Citations

H-Index

Concepts

All Affiliations

Aston University Tokyo Institute of Technology University of Edinburgh Hong Kong University of Science and Technology University of Hong Kong

About

David Saad is an author at Aston University specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	22	42	1.8K
2	Business	4	4	208
3	Applied Physics	2	2	74
4	Arts	1	1	101
5	Social Sciences	1	1	12

David Saad

Publications

2.9K

Citations

H-Index

Page 1

	Year	Citations
On-Line Learning in Neural Networks MTW, David Saad Journal of the American Statistical Association Artificial IntelligenceIncremental LearningEngineeringMachine LearningData Science	2000	265
On-line learning in soft committee machines David Saad, Sara A. Solla Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics Artificial IntelligenceIncremental LearningGradient DescentEngineeringMachine Learning	1995	208
Exact Solution for On-Line Learning in Multilayer Neural Networks David Saad, Sara A. Solla Physical Review Letters Incremental LearningEngineeringMachine LearningComputational Learning TheoryHidden Units	1995	170
Belief propagation <i>vs.</i> TAP for decoding corrupted messages Yoshiyuki Kabashima, David Saad Europhysics Letters (EPL)	1998	157
Statistical mechanics of error-correcting codes Yoshiyuki Kabashima, David Saad Europhysics Letters (EPL)	1999	156
Typical Performance of Gallager-Type Error-Correcting Codes Yoshiyuki Kabashima, T. Murayama, David Saad Physical Review Letters EngineeringError Control TechniqueVerificationIterative DecodingChannel Coding	2000	104
Communication networks beyond the capacity crunch A.D. Ellis, Naoise Mac Suibhne, David Saad, Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences Capacity CrunchTechnologyNetwork ScienceNonlinear Shannon LimitNetwork Planning	2016	101
Natural Gradient Descent for On-Line Learning Magnus Rattray, David Saad Physical Review Letters Artificial IntelligenceModel OptimizationEngineeringMachine LearningComputational Learning Theory	1998	96
Statistical physics of regular low-density parity-check error-correcting codes T. Murayama, Yoshiyuki Kabashima, David Saad, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics Computational ScienceGallager Error-correcting CodesStatistical MechanicsQuantum ComputingEngineering	2000	94
Statistical mechanics of low-density parity-check codes Yoshiyuki Kabashima, David Saad Journal of Physics A Mathematical and General Statistical MechanicsChannel NoisePhysicsEngineeringEntropy	2004	80

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