Robert Hecht-Nielsen

Robert Hecht-Nielsen's AcademicInfluence.com Rankings

Computer Science

#3098

World Rank

#3248

Historical Rank

#1237

USA Rank

Algorithms

#427

World Rank

#432

Historical Rank

#42

USA Rank

Artificial Intelligence

#2238

World Rank

#2276

Historical Rank

#235

USA Rank

Database

#7284

World Rank

#7540

Historical Rank

#878

USA Rank

computer-science Degrees

Robert Hecht-Nielsen

Engineering

#4984

World Rank

#6216

Historical Rank

#1156

USA Rank

Electrical Engineering

#2381

World Rank

#2493

Historical Rank

#299

USA Rank

engineering Degrees

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Computer Science
Engineering

Robert Hecht-Nielsen's Degrees

PhD Electrical Engineering University of California, San Diego
Masters Electrical Engineering University of California, San Diego
Bachelors Electrical Engineering University of California, San Diego

Why Is Robert Hecht-Nielsen Influential?

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According to Wikipedia, Robert Hecht-Nielsen was an American computer scientist, neuroscientist, entrepreneur and professor of electrical and computer engineering at the University of California, San Diego. He co-founded HNC Software Inc. in 1986 which went on to develop the pervasive card fraud detection system, Falcon®. He became a vice president of R&D at Fair Isaac Corporation when it acquired the company in 2002.

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Robert Hecht-Nielsen's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Theory of the backpropagation neural network (1989) (2897)
Kolmogorov''s Mapping Neural Network Existence Theorem (1987) (896)
Theory of the Back Propagation Neural Network (1989) (527)
Counterpropagation networks. (1987) (416)
Applications of counterpropagation networks (1988) (327)
Neurocomputing: picking the human brain (1988) (299)
Neurocomputing (2020) (230)
Replicator neural networks for universal optimal source coding. (1995) (134)
On the Geometry of Feedforward Neural Network Error Surfaces (1993) (113)
Theory of the Backpropagation Neural Network**Based on “nonindent” by Robert Hecht-Nielsen, which appeared in Proceedings of the International Joint Conference on Neural Networks 1, 593–611, June 1989. © 1989 IEEE. (1992) (99)
Confabulation theory - the mechanism of thought (2007) (74)
A BAM with increased information storage capacity (1988) (74)
Nearest matched filter classification of spatiotemporal patterns. (1987) (63)
A Theory of the Cerebral Cortex (1998) (54)
Performance Limits Of Optical, Electro-Optical, And Electronic Neurocomputers (1986) (52)
ON THE ALGEBRAIC STRUCTURE OF FEEDFORWARD NETWORK WEIGHT SPACES (1990) (47)
Cogent confabulation (2005) (43)
Neurocomputer applications (1989) (42)
Image manifolds (1998) (37)
HNC's MatchPlus system (1992) (30)
VARTAC: A foveal active vision ATR system (1995) (30)
Back propagation error surfaces can have local minima (1989) (30)
Conditional probability density function estimation with sigmoidal neural networks (1999) (29)
A Biologically Motivated Solution to the Cocktail Party Problem (2001) (29)
A simple control policy for achieving minimum jerk trajectories (2012) (26)
Confabulation theory (2007) (23)
Application of feedforward and recurrent neural networks to chemical plant predictive modeling (1991) (22)
On the geometry of feedforward neural network weight spaces (1991) (16)
A spiking network model of cerebellar Purkinje cells and molecular layer interneurons exhibiting irregular firing (2014) (16)
Computational Models for Neuroscience (2003) (16)
Neural network tomography: Network replication from output surface geometry (2011) (12)
Neural Analog Processing (1983) (12)
Feedback and Mixing Experiments with MatchPlus (1993) (12)
A Theory of Thalamocortex (2003) (12)
Computational models for neuroscience: human cortical information processing (2003) (12)
The Munificence of High Dimensionality (1992) (11)
Target recognition using multiple sensors (1993) (11)
Geometric theory of images (1998) (9)
A Model of In vitro Plasticity at the Parallel Fiber—Molecular Layer Interneuron Synapses (2015) (9)
Mechanization of Cognition (2005) (8)
The 21st Century of the Brain (1998) (6)
Neural Analog Information Processing (1982) (6)
A fuzzy associative memory module and its application to signal processing (1985) (5)
TIPSTER Panel - HNC's MatchPlus System (1992) (3)
A Powerful and General Approach to Context Exploitation in Natural Language Processing (2004) (3)
Cortronic Neural Network Models of Cortical Function (1998) (3)
Signal processing with neural networks: throwing off the yoke of linearity (1991) (2)
Single sensor source tracking and environmental inversion (1999) (2)
Towards hierarchical matched filtering (1992) (1)
Review Confabulation Theory (2008) (1)
Neurocomputer Nearest Matched Filter Classification Of Spatiotemporal Patterns (1987) (1)
Neurocomputational robots-the primary industry of the next millennium (1993) (1)
Neurocomputer interfaces and performance measures (1989) (0)
MLI_PKJ_net: Code for Lennon et al. (2014), Frontiers in Computational Neuroscience (2014) (0)
Posthydraulic fracture report (1978) (0)
Electrical Engineering (Computer Engineering) (2011) (0)
Representation of the Objects of the Cognitive World (2005) (0)
Self-Organizing Maps [Book Reviews] (1996) (0)
Application of Some New Artificial Neural System Processing Principles to Pattern Classification. (1985) (0)
Neurocomputing: The Technology and Some Potential Applications to Neurosurgery (1992) (0)
PM2.5 Prediction Based on Genetic Algorithm and Regularized Extreme Learning Machine (2018) (0)
Studies of mind and brain: Stephen Grossberg. Boston, Mass.: Reidel, 1982. Pp. xvii + 662. $59.50 (h), $23.93 (p) (1983) (0)
Confabulation Theory The Mechanism of Thought von (2015) (0)
Object recognition system based on the trilinearity theorem (1997) (0)
A foveal vision based approach to ATR (1994) (0)
Geometric invariance of sampling (1998) (0)
Optimal source coding, removable noise elimination, and natural coordinate system construction for general vector sources using replicator neural networks (1997) (0)
Optimal filters with heuristic 1-norm sparsity constraints (2011) (0)

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Robert Hecht-Nielsen's Academic­Influence.com Rankings

Robert Hecht-Nielsen's Degrees

Why Is Robert Hecht-Nielsen Influential?

Robert Hecht-Nielsen's Published Works

Published Works

Other Resources About Robert Hecht-Nielsen

What Schools Are Affiliated With Robert Hecht-Nielsen?

Robert Hecht-Nielsen's AcademicInfluence.com Rankings