Gail A. Carpenter

17.7k total citations · 7 hit papers
120 papers, 11.6k citations indexed

About

Gail A. Carpenter is a scholar working on Artificial Intelligence, Cognitive Neuroscience and Signal Processing. According to data from OpenAlex, Gail A. Carpenter has authored 120 papers receiving a total of 11.6k indexed citations (citations by other indexed papers that have themselves been cited), including 93 papers in Artificial Intelligence, 33 papers in Cognitive Neuroscience and 14 papers in Signal Processing. Recurrent topics in Gail A. Carpenter's work include Neural Networks and Applications (89 papers), Neural dynamics and brain function (24 papers) and Fuzzy Logic and Control Systems (16 papers). Gail A. Carpenter is often cited by papers focused on Neural Networks and Applications (89 papers), Neural dynamics and brain function (24 papers) and Fuzzy Logic and Control Systems (16 papers). Gail A. Carpenter collaborates with scholars based in United States, Australia and Indonesia. Gail A. Carpenter's co-authors include Stephen Grossberg, David B. Rosen, John H. Reynolds, Andrew N. Gillison, J. W. Winter, Curtis E. Woodcock, Sucharita Gopal, Gary Bradski, Siegfried Martens and William D. Ross and has published in prestigious journals such as Science, Remote Sensing of Environment and Trends in Neurosciences.

In The Last Decade

Gail A. Carpenter

116 papers receiving 10.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A massively parallel architecture for a self-organizing neural pattern recognition machine

1987 1.8k citations Gail A. Carpenter, Stephen Grossberg profile →
Fuzzy ARTMAP: A neural network architecture for incremental supervised learning of analog multidimensional maps

1992 1.4k citations Gail A. Carpenter, Stephen Grossberg et al. IEEE Transactions on Neural Networks profile →
Fuzzy ART: Fast stable learning and categorization of analog patterns by an adaptive resonance system

1991 1.2k citations Gail A. Carpenter, Stephen Grossberg et al. Neural Networks profile →
ART 2: self-organization of stable category recognition codes for analog input patterns

1987 977 citations Gail A. Carpenter, Stephen Grossberg profile →
The ART of adaptive pattern recognition by a self-organizing neural network

1988 843 citations Gail A. Carpenter, Stephen Grossberg profile →
ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network

1991 671 citations Gail A. Carpenter, Stephen Grossberg et al. Neural Networks profile →
DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals

1993 651 citations Gail A. Carpenter et al. profile →

Peers

Countries citing papers authored by Gail A. Carpenter

Since Specialization

Citations

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

Fields of papers citing papers by Gail A. Carpenter

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gail A. Carpenter. 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 Gail A. Carpenter. The network helps show where Gail A. Carpenter may publish in the future.

Co-authorship network of co-authors of Gail A. Carpenter

This figure shows the co-authorship network connecting the top 25 collaborators of Gail A. Carpenter. A scholar is included among the top collaborators of Gail A. Carpenter 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 Gail A. Carpenter. Gail A. Carpenter is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	DISCOV (DImensionless Shunting COlor Vision): A neural model for spatial data analysis 2012 ·Neural Networks ·Gail A. Carpenter, (unknown)	2
2	Unifying multiple knowledge domains using the ARTMAP information fusion system 2008 ·OpenBU/Boston University Institutional Repository (Boston University) ·Gail A. Carpenter, (unknown)	2
3	CONFIGR: A vision-based model for long-range figure completion 2007 ·Neural Networks ·Gail A. Carpenter, (unknown), Ennio Mingolla	0
4	Distributed ARTMAP 2003 ·Gail A. Carpenter, Boriana L. Milenova	3
5	Information Fusion and Hierarchical Knowledge Discovery by ARTMAP Neural Networks 2003 ·OpenBU/Boston University Institutional Repository (Boston University) ·Gail A. Carpenter, Siegfried Martens, Ogi Ogas, Bradley J. Rhodes	3
6	S-TREE: self-organizing trees for data clustering and online vector quantization 2001 ·Neural Networks ·(unknown), Gail A. Carpenter	40
7	Neural-network models of learning and memory: leading questions and an emerging framework 2001 ·Trends in Cognitive Sciences ·Gail A. Carpenter	26
8	Adaptive resonance theory (ART) 1998 ·MIT Press eBooks ·Gail A. Carpenter, Stephen Grossberg	47
9	Distributed ARTMAP: a neural network for fast distributed supervised learning 1998 ·Neural Networks ·Gail A. Carpenter, Boriana L. Milenova, (unknown)	106
10	ARTMAP-IC and medical diagnosis: Instance counting and inconsistent cases 1998 ·Neural Networks ·Gail A. Carpenter, (unknown)	125
11	Distributed Learning, Recognition, and Prediction by ART and ARTMAP Neural Networks 1997 ·Neural Networks ·Gail A. Carpenter	100
12	Learning, categorization, rule formation, and prediction by fuzzy neural networks 1996 ·OpenBU/Boston University Institutional Repository (Boston University) ·Gail A. Carpenter, Stephen Grossberg	8
13	ART-EMAP: A neural network architecture for object recognition by evidence accumulation 1995 ·IEEE Transactions on Neural Networks ·Gail A. Carpenter, William D. Ross	108
14	A fuzzy ARTMAP nonparametric probability estimator for nonstationary pattern recognition problems 1995 ·IEEE Transactions on Neural Networks ·Gail A. Carpenter, Stephen Grossberg, John H. Reynolds	78
15	A self-organizing ARTMAP neural architecture for supervised learning and pattern recognition 1992 ·Neural Networks ·Gail A. Carpenter, Stephen Grossberg, John H. Reynolds	2
16	Neural networks for vision and image processing 1992 ·MIT Press eBooks ·Gail A. Carpenter, Stephen Grossberg	101
17	The ART of adaptive pattern recognition by a self-organizing neural network 1990 ·IEEE Press eBooks ·Gail A. Carpenter, Stephen Grossberg	1
18	Some mathematical questions in biology : circadian rhythms 1987 ·American Mathematical Society eBooks ·Gail A. Carpenter	7
19	Periodic solutions of nerve impulse equations 1977 ·Journal of Mathematical Analysis and Applications ·Gail A. Carpenter	29
20	A geometric approach to singular perturbation problems with applications to nerve impulse equations 1977 ·Journal of Differential Equations ·Gail A. Carpenter	143

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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