David J. Field

13.8k citations
45 papers · 8.8k · 3 hit papers · h-index 24

Impact in

Papers in

David J. Field

45 papers receiving 8.3k citations

David J. Field's Hit Papers

Sparse coding with an overcomplete basis set: A strategy employed by V1? 1997 · 2.3k citations
2.3k0+10+21Years since publication10002.0k3.0k

Peers

David J. Field
Comparison fields: 5 of 174
  • Cognitive Neuroscience 3.9k
  • Computer Vision and Pattern Recognition 3.3k
  • Signal Processing 1.4k
  • Media Technology 1.0k
  • Biophysics 357
Replace Bruno A. Olshausen with:
Bruno A. Olshausen United States
Richard M. Leahy United States
Rabab Ward Canada
Anthony J. Bell United States
Michael S. Lewicki United States
Dewen Hu China
Touradj Ebrahimi Switzerland
Lior Wolf Israel
Olivier Faugeras France
Christian Jutten France
David J. Field relative to Bruno A. Olshausen United States Bruno A. Olshausen's profile →
Citations per field
00.5×1.5×
Bruno A. Olshausen · 1×
Citations per year

Countries citing papers authored by David J. Field

Since Specialization
Citations

This map shows the geographic impact of David J. Field'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 J. Field with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites David J. Field more than expected).

Fields of papers citing papers by David J. Field

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David J. Field. 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 J. Field. The network helps show where David J. Field may publish in the future.

Co-authors

The 25 scholars most cited alongside David J. Field, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with David J. Field Line = papers co-authored together David J. Field links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 45 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Emergence of simple-cell receptive field properties by learning a sparse code for natural images
Hit paper breakdown →
19963648
2
Sparse coding with an overcomplete basis set: A strategy employed by V1?
Hit paper breakdown →
19972278
3
What Is the Goal of Sensory Coding?
Hit paper breakdown →
1994858
4 2005288
5 1997194
6 1996189
7 2006126
8 1995100
9 199799
10 199494
11 200087
12 199986
13 201472
14 200871
15 201064
16 200661
17 198454
18 201441
19 200640
20 200935

About David J. Field

David J. Field is a scholar working on Cognitive Neuroscience, Atomic and Molecular Physics, and Optics, Molecular Biology, Cellular and Molecular Neuroscience and Biophysics, having authored 45 papers that have together received 8.8k indexed citations. Recurring topics across this work include Visual perception and processing mechanisms (28 papers), Neural dynamics and brain function (19 papers), Color Science and Applications (8 papers), Retinal Development and Disorders (5 papers), Aesthetic Perception and Analysis (5 papers), Neurobiology and Insect Physiology Research (4 papers), Ophthalmology and Visual Impairment Studies (3 papers) and Advanced Fluorescence Microscopy Techniques (3 papers). The work is most often cited by research in Cognitive Neuroscience (3.9k citations), Computer Vision and Pattern Recognition (3.3k citations), Signal Processing (1.4k citations), Media Technology (1.0k citations) and Biophysics (357 citations). David J. Field has collaborated with scholars based in United States, United Kingdom and Canada. Frequent co-authors include Bruno A. Olshausen, Nuala Brady, Robert F. Hess, Daniel J. Graham, Damon M. Chandler, William McIlhagga, Jacob Nachmias, Diana Elbourne, Charlotte Bennett and Elizabeth S. Draper. Their work appears in journals such as Vision Research, Journal of Vision, Immunologic Research, PLoS Computational Biology and Neural Computation.

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.

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