David E. Rumelhart
- Artificial Intelligence top 0.01%
- Cognitive Neuroscience top 0.05%
- Developmental and Educational Psychology top 0.05%
- Computer Vision and Pattern Recognition top 0.1%
- Experimental and Cognitive Psychology top 0.1%
- Co-authors
- James L. McClellandGeoffrey E. HintonRonald J. WilliamsDavid ZipserDonald A. NormanMichael I. JordanAndreas S. WeigendBernardo A. Huberman
- Topics
- Neural Networks and Applications (23 papers)Blind Source Separation Techniques (5 papers)Speech Recognition and Synthesis (5 papers)
- Journals
- NatureSciencePsychological Review
- Partner nations
- United StatesThailandCanada
In The Last Decade
David E. Rumelhart
87 papers receiving 47.1k citations
Hit Papers
Peers
Comparison fields: 5 of 241
- Artificial Intelligence 19.6k
- Cognitive Neuroscience 11.6k
- Developmental and Educational Psychology 7.2k
- Computer Vision and Pattern Recognition 5.4k
- Experimental and Cognitive Psychology 4.4k
Countries citing papers authored by David E. Rumelhart
This map shows the geographic impact of David E. Rumelhart's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by David E. Rumelhart with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David E. Rumelhart more than expected).
Fields of papers citing papers by David E. Rumelhart
This network shows the impact of papers produced by David E. Rumelhart. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by David E. Rumelhart. The network helps show where David E. Rumelhart may publish in the future.
Co-authorship network of co-authors of David E. Rumelhart
This figure shows the co-authorship network connecting the top 25 collaborators of David E. Rumelhart. A scholar is included among the top collaborators of David E. Rumelhart based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with David E. Rumelhart. David E. Rumelhart is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Facial Expression Recognition Using a Neural Network | 131 |
| 2 | 37 | |
| 3 | Backpropagation: the basic theory | 203 |
| 4 | Back-Propagation: Theory, Architecture, and Applications | 42 |
| 5 | Weight elimination and effective network size | 3 |
| 6 | The neurobiological significance of the new learning models | 15 |
| 7 | Context-Dependent Multiple Distribution Phonetic Modeling with MLPs | 18 |
| 8 | A Self-Organizing Integrated Segmentation and Recognition Neural Net | 30 |
| 9 | Integrated Segmentation and Recognition of Hand-Printed Numerals | 79 |
| 10 | Brain style computation: learning and generalization | 47 |
| 11 | 281 | |
| 12 | Similarity and Analogical Reasoningbreakdown → | 1600 |
| 13 | Implementing neural networks | 5 |
| 14 | Parallel distributed processing: explorations in the microstructure of cognition, vol. 2: psychological and biological modelsbreakdown → | 663 |
| 15 | Psychological and biological models | 274 |
| 16 | Parallel distributed processing: explorations in the microstructure, vol. 2: psychological and biological models | 2 |
| 17 | Parallel distributed processing: explorations in the microstructure of cognition, vol. 1: foundationsbreakdown → | 1177 |
| 18 | Learning representations by back-propagating errorsbreakdown → | 19290 |
| 19 | An interactive activation model of context effects in letter perception: II. The contextual enhancement effect and some tests and extensions of the model.breakdown → | 1123 |
| 20 | Active semantic networks as a model of human memory | 24 |
About David E. Rumelhart
David E. Rumelhart is a scholar working on Artificial Intelligence, Signal Processing and Developmental and Educational Psychology, having authored 89 papers that have together received 50.8k indexed citations. Recurring topics across this work include Neural Networks and Applications (23 papers), Blind Source Separation Techniques (5 papers) and Speech Recognition and Synthesis (5 papers). The work is most often cited by research in Artificial Intelligence (19.6k citations), Cognitive Neuroscience (11.6k citations) and Developmental and Educational Psychology (7.2k citations). David E. Rumelhart has collaborated with scholars based in United States, Thailand and Canada. Frequent co-authors include James L. McClelland, Geoffrey E. Hinton, Ronald J. Williams, David Zipser, Donald A. Norman, Michael I. Jordan, Andreas S. Weigend, Bernardo A. Huberman, Elizabeth F. Loftus and Bernard Widrow. Their work appears in journals such as Nature, Science and Psychological Review.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.