David Rumelhart
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Most Influential Person Now
American psychologist
David Rumelhart's AcademicInfluence.com Rankings
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Psychology
David Rumelhart's Degrees
- PhD Psychology Stanford University
- Bachelors Psychology University of South Dakota
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Why Is David Rumelhart Influential?
(Suggest an Edit or Addition)According to Wikipedia, David Everett Rumelhart was an American psychologist who made many contributions to the formal analysis of human cognition, working primarily within the frameworks of mathematical psychology, symbolic artificial intelligence, and parallel distributed processing. He also admired formal linguistic approaches to cognition, and explored the possibility of formulating a formal grammar to capture the structure of stories.
David Rumelhart'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
- Learning representations by back-propagating errors (1986) (22496)
- Learning internal representations by error propagation (1986) (20156)
- Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundations (1986) (15906)
- An interactive activation model of context effects in letter perception: I. An account of basic findings. (1981) (4338)
- Parallel Distributed Processing: Explorations in the Microstructures of Cognition (1987) (2566)
- An interactive activation model of context effects in letter perception: part 1.: an account of basic findings (1988) (1907)
- Forward Models: Supervised Learning with a Distal Teacher (1992) (1655)
- NOTES ON A SCHEMA FOR STORIES (1975) (1641)
- Feature discovery by competitive learning (1986) (1462)
- On learning the past-tenses of English verbs: implicit rules or parallel distributed processing (1986) (1292)
- Distributed Representations (1986) (1292)
- An interactive activation model of context effects in letter perception: Part 2. The contextual enhancement effect and some tests and extensions of the model. (1982) (1150)
- Distributed memory and the representation of general and specific information. (1985) (1103)
- Toward an interactive model of reading. (1994) (991)
- Parallel Distributed Processing: Explorations in the Microstructure of Cognition : Psychological and Biological Models (1986) (986)
- fMRI of human visual cortex (1994) (975)
- A general framework for parallel distributed processing (1986) (868)
- Predicting the Future: a Connectionist Approach (1990) (851)
- Explorations in Cognition (1975) (837)
- Schemata and Sequential Thought Processes in PDP Models (1986) (814)
- Explorations in parallel distributed processing: a handbook of models, programs, and exercises (1988) (756)
- Accretion, tuning and restructuring: Three modes of learning (1976) (686)
- Generalization by Weight-Elimination with Application to Forecasting (1990) (667)
- Schemata: The Building Blocks of Cognition (2017) (645)
- The appeal of parallel distributed processing (1986) (604)
- Neural networks: applications in industry, business and science (1994) (593)
- Simulating a Skilled Typist: A Study of Skilled Cognitive-Motor Performance (1982) (572)
- Learning representations of back-propagation errors (1986) (556)
- Backpropagation: theory, architectures, and applications (1995) (544)
- The basic ideas in neural networks (1994) (464)
- Analogical Processes in Learning (1980) (460)
- Product Units: A Computationally Powerful and Biologically Plausible Extension to Backpropagation Networks (1989) (453)
- Mechanisms of Sentence Processing: Assigning Roles to Constituents of Sentences (1986) (382)
- A process model for long-term memory. (1972) (372)
- Backpropagation: the basic theory (1995) (352)
- Schemata and the cognitive system. (1984) (318)
- Psychological and biological models (1986) (297)
- Predicting sunspots and exchange rates with connectionist networks (1991) (294)
- A distributed model of human learning and memory (1986) (291)
- A multicomponent theory of the perception of briefly exposed visual displays (1970) (278)
- The architecture of mind: a connectionist approach (1989) (265)
- Representation in Memory. (1983) (258)
- Process of recognizing tachistoscopically presented words. (1974) (254)
- A model for analogical reasoning. (1973) (232)
- PDP models and general issues in cognitive science (1986) (221)
- Parallel Distributed Processing Volume 1: Foundations (1987) (202)
- The Representation of Knowledge in Memory 1 (2017) (186)
- Introduction to human information processing (1977) (182)
- Facial Expression Recognition Using a Neural Network (1998) (176)
- Philosophy and Connectionist Theory (1991) (169)
- Explorations in Learning & Instruction: The Theory Into Practice Database (2003) (167)
- Learning and connectionist representations (1993) (166)
- Integrated Segmentation and Recognition of Hand-Printed Numerals (1990) (166)
- BACK-PROPAGATION, WEIGHT-ELIMINATION AND TIME SERIES PREDICTION (1991) (165)
- chapter Parallel Distributed Processing, Exploration in the Microstructure of Cognition (1986) (163)
- On Evaluating Story Grammars (1980) (143)
- Metaphor and Thought: Some problems with the notion of literal meanings (1993) (143)
- Toward a microstructural account of human reasoning (1989) (129)
- A system for perception and memory (1970) (128)
- Levels indeed! A response to Broadbent (1985) (121)
- Generalization by weight-elimination applied to currency exchange rate prediction (1991) (103)
- MSnet: A Neural Network which Classifies Mass Spectra (1990) (102)
- Brain style computation: learning and generalization (1990) (102)
- An Interactive Activation Model of the Effect of Context in Perception. Part 2 (1980) (90)
- Feature Discovery by Competive Learning (1985) (76)
- Mathematical Perspectives on Neural Networks (1996) (72)
- A Self-Organizing Integrated Segmentation and Recognition Neural Net (1991) (60)
- Active Semantic Networks as a Model of Human Memory (1973) (56)
- Context-dependent connectionist probability estimation in a hybrid hidden Markov model-neural net speech recognition system (1994) (56)
- Back-Propagation: Theory, Architecture, and Applications (1995) (53)
- Studies of Typing from the LNR Research Group (1983) (49)
- Somatotopy of the human arm using fMRI (1998) (46)
- A Glossary of Terms Including a Classification of Typing Errors (1983) (44)
- Explorations in Parallel Distributed Processing - Macintosh version: A Handbook of Models, Programs, and Exercises (1989) (43)
- A parallel distributed processing model of story comprehension and recall (1993) (40)
- The neurobiological significance of the new learning models (1993) (39)
- Generalization through Minimal Networks with Application to Forecasting (1992) (38)
- Internal World Models and Supervised Learning (1991) (37)
- Hybrid neural network/hidden Markov model continuous-speech recognition (1992) (35)
- B-Spline Contour Representation and Symmetry Detection (1993) (35)
- Artificial Intelligence Techniques (1997) (34)
- Understanding Understanding (30)
- Accretion, Tuning, and Restructuring. Modes of Learning (1978) (30)
- Context-Dependent Multiple Distribution Phonetic Modeling with MLPs (1992) (29)
- Amnesia and distributed memory (1986) (26)
- Neuroscience and connectionist theory (2013) (25)
- The LNR approach to human information processing (1981) (25)
- Self-organizing integrated segmentation and recognition neural network (1992) (23)
- Reflections on Cognition and Parallel Distributed Processing (1987) (22)
- Biologically Plausible Models of Place Recognition and Goal Location (1987) (22)
- Cognitive Modeling, Symbolic (22)
- Interactive Processing Through Spreading Activation (2017) (21)
- A simulation-based tutorial system for exploring parallel distributed processing (1988) (21)
- State-Dependent Factors Influencing Neural Plasticity: A Partial Account of the Critical Period (1987) (16)
- An Interactive Activation Model of the Effect of Context in Perception. Part II. Report No. 8003. (1980) (15)
- A Connectionist Model of the Owl's Sound Localization System (1993) (14)
- An Environment to Acknowledge the Interface between Affect and Cognition (1998) (14)
- Open Questions About Computation in Cerebral Cortex (1987) (12)
- A Neural Network That Classifies Mass Spectra (2001) (11)
- Implementing neural networks (1988) (9)
- Weight elimination and effective network size (1994) (8)
- Information Processing in Dynamical Systems: Foundations of Harmony Theory (1987) (7)
- Analogical Processes in Learning. Technical Report, April 1979-August 1980. (1980) (7)
- Combining Neural Networks And Hidden Markov Models For Continuous Speech Recognition (1992) (6)
- Perception by monkeys II. Use of cues at a distance by yourg and old monkeys (1964) (5)
- Product Units with Trainable Exponents and Multi-Layer Networks (1989) (5)
- A neural network model of micro- and macroprosody (1996) (4)
- An Interactive Activation Model of the Effect of Context in Perception, Part I. Technical Report, April, 1979 through March, 1980. Report No. 8002. (1980) (4)
- Certain Aspects of the Anatomy and Physiology of the Cerebral Cortex (1987) (4)
- An Introduction to Linear Algebra in Parallel Distributed Processing (1987) (4)
- Context-Dependent Connectionist Probability Estimation in a Hybrid HMM-Neural Net Speech Recognition (1994) (4)
- The PDP Perspective (1987) (3)
- Enhancement of Amphetamine Sulphate Effects by Atropine in a Social Situation (1963) (3)
- Approaches to Artificial Intelligence (1993) (3)
- Advanced computing in psychology (1985) (3)
- Parallel distributed processing, 9th Edition (1989) (2)
- Task and Object Learning in Visual Recognition (1991) (2)
- s Multiple-State Context-Dependent Phonetic Modeling with MLP (1992) (2)
- Inductive Principles of Statistics and Learning Theory: V. N. Vapnik (2013) (2)
- Understanding Understanding. Technical Report, December 1978 through December 1980. (1981) (2)
- An Analysis of the Delta Rule and the Learning of Statistical Associations (1987) (2)
- A computer system for automatically constructing stimulus material (1977) (1)
- P3: A Parallel Network Simulating System (1987) (1)
- A Connectionist View of Cognition Parallel Distributed Processing (2008) (1)
- From Searching to Seeing (1996) (1)
- is achieved. Prior to stabilization, neural networks do not jump around between points in activation space. Stabiliza-tion is the process whereby a network first generates a de-terminate activation pattern, and thereby arrives at a point in activation space (2004) (1)
- Source 2 Feature 1 (0)
- DESCRIPTORS Adults: *Cognitive Processes: Critical Reading: *Hypothesis Testing: Psychological Studies: *Reading Comprehension: *Reading Processes: *Reading Research: Story Reading IDENTIFIERS Schemata: *Schema Theory (2007) (0)
- Activity in Cognitive Elements 48 (1991) (0)
- Awards for Distinguished Scientific Contributions. (2019) (0)
- Distributed memory and the representation of general and specific information (2020) (0)
- Backpropagation: Some Comments and Variations (2013) (0)
- Advances in Brain-Style Computation (1987) (0)
- INTEGRATING NEURAL NETWORKS INTO COMPUTER SPEECH RECOGNITION SYSTEMS (0)
- CHAPTER 2 S : Amnesia and Distributed Memory 1 (2005) (0)
- The Xor Problem (1991) (0)
- The Xor Problem (1991) (0)
- Technology. His Current Research Interests In- Clude Neural Computation, Statistical Learning Theory, and Handwriting Recognition. Kwok and Yeung: Constructive Algorithms for Structure Learning \some Approximation Properties of Projection Pursuit Learning Networks," in Advances in Neural Information (1997) (0)
- Forecasting Chaotic Computational Ecosystems [1] (2018) (0)
- Amnesia and distrubuted memory (1986) (0)
- Contents to Volume 6 (2003) (0)
- Contents to Volume 6 (2007) (0)
- Contents of Volume 6 (1982) (0)
- Cognitive Psychology (1977) (0)
- 7 Appendix: Notes on the Data 5 Related Work 4 Cross-validation and Prior Knowledge 2.1.2 Test Suite 2 a Cross-validation Experiment (1993) (0)
- Human Cognition and Performance. (1985) (0)
- J. L. McClelland & D. E. Rumelhart (eds.), - PhilPapers (1987) (0)
- 1 Backpropagation : The Basic Theory (2008) (0)
- Neural and Conceptual Interpretation of PDP Models (1987) (0)
- 7. Conclusion and Future Work Novel Objective Function for Improved Phoneme Recognition Using Time-delay Neural Networks. 5. Simulation Results (0)
- About Computation in Cerebral Cortex (1986) (0)
- Robustness of the back-propagation algorithm (1998) (0)
- Merced Proceedings of the Annual Meeting of the Cognitive Science Society Title Grammar in Phonological Cognition : A Symposium in Honor of Paul Smolensky , Recipient of the Fifth (2005) (0)
- Naval Research Laboratory, Code 5514 Navy Center for Applied Research in Artificial Intelligence 4555 Overlook Ave., S.W., Washington, D.C. 20375-5320 (1992) (0)
- The Logic of Activation Functions (1987) (0)
- Vc Dimension Further Information 3.3 Optimization Algorithms 3 Learning from Data (1996) (0)
- Models of the brain and evolution The Basic Ideas in Neural Networks (1997) (0)
- Generalization by Neural Networks (1992) (0)
- Vision, Brain, and Cooperative Computation (1987) (0)
- Acoustic Classification with Neural Networks (1990) (0)
- Contents to Volume 6 (2018) (0)
- Contents of Volume 6 (1977) (0)
- Bias toward Higher Performance for the Decomposed Network. Whether a Decomposed Network Would Learn (1991) (0)
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