Robert A. Jacobs
Impact in
- Sensory Systems top 0.5%
- Hearing, Cochlea, Tinnitus, Genetics
- Artificial Intelligence top 0.1%
- Neural Networks and Applications
- Fuzzy Logic and Control Systems
- Bayesian Methods and Mixture Models
Papers in
-
- Visual perception and processing mechanisms 42
- Neural dynamics and brain function 18
- Neural and Behavioral Psychology Studies 9
- Tactile and Sensory Interactions 9
-
- Multisensory perception and integration 18
- Co-authors
- Michael I. Jordan (18 shared papers)Steven J. Nowlan (1 shared paper)Geoffrey E. Hinton (1 shared paper)Albert James Hudspeth (4 shared papers)Richard Ν. Aslin (7 shared papers)William M. Roberts (2 shared papers)Ione Fine (4 shared papers)Andrew G. Barto (4 shared papers)
- Journals
- Journal of Vision (15 papers)Neural Computation (12 papers)Cognitive Science (10 papers)Vision Research (9 papers)Psychological Review (5 papers)
- Partner nations
- United StatesUnited KingdomGermany
In The Last Decade
Robert A. Jacobs
119 papers receiving 12.0k citations
Robert A. Jacobs's Hit Papers
Peers
Comparison fields: 5 of 199
- Sensory Systems 813
- Artificial Intelligence 5.9k
- Cognitive Neuroscience 3.0k
- Computer Vision and Pattern Recognition 2.3k
- Signal Processing 1.2k
Countries citing papers authored by Robert A. Jacobs
This map shows the geographic impact of Robert A. Jacobs'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 Robert A. Jacobs with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert A. Jacobs more than expected).
Fields of papers citing papers by Robert A. Jacobs
This network shows the impact of papers produced by Robert A. Jacobs. 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 Robert A. Jacobs. The network helps show where Robert A. Jacobs may publish in the future.
Co-authors
The 25 scholars most cited alongside Robert A. Jacobs, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 127 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Adaptive Mixtures of Local Experts Hit paper breakdown → | 1991 | 3520 |
| 2 | Hierarchical Mixtures of Experts and the EM Algorithm Hit paper breakdown → | 1994 | 1936 |
| 3 | Increased rates of convergence through learning rate adaptation Hit paper breakdown → | 1988 | 1448 |
| 4 | 1990 | 567 | |
| 5 | 1991 | 369 | |
| 6 | 2003 | 337 | |
| 7 | 2008 | 274 | |
| 8 | 1995 | 274 | |
| 9 | 1999 | 260 | |
| 10 | 1979 | 252 | |
| 11 | 2002 | 204 | |
| 12 | 1981 | 201 | |
| 13 | 2002 | 137 | |
| 14 | 1993 | 137 | |
| 15 | 1994 | 124 | |
| 16 | Hierarchies of adaptive experts | 1991 | 114 |
| 17 | 2012 | 109 | |
| 18 | A competitive modular connectionist architecture | 1990 | 109 |
| 19 | 2000 | 101 | |
| 20 | 1992 | 101 |
About Robert A. Jacobs
Robert A. Jacobs is a scholar working on Cognitive Neuroscience, Experimental and Cognitive Psychology, Artificial Intelligence, Sensory Systems and Computer Vision and Pattern Recognition, having authored 127 papers that have together received 12.8k indexed citations. Recurring topics across this work include Visual perception and processing mechanisms (42 papers), Neural Networks and Applications (22 papers), Multisensory perception and integration (18 papers), Neural dynamics and brain function (18 papers), Bayesian Methods and Mixture Models (10 papers), Neural and Behavioral Psychology Studies (9 papers), Tactile and Sensory Interactions (9 papers) and Image Retrieval and Classification Techniques (7 papers). The work is most often cited by research in Sensory Systems (813 citations), Artificial Intelligence (5.9k citations), Cognitive Neuroscience (3.0k citations), Computer Vision and Pattern Recognition (2.3k citations) and Signal Processing (1.2k citations). Robert A. Jacobs has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton, Albert James Hudspeth, Richard Ν. Aslin, William M. Roberts, Ione Fine, Andrew G. Barto, Peter Battaglia and Meghan A. Clayards. Their work appears in journals such as Journal of Vision, Neural Computation, Cognitive Science, Vision Research 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.