Włodzisław Duch

5.7k citations
161 papers · 2.7k indexed · h-index 27
Topics
Neural Networks and Applications (47 papers)Fuzzy Logic and Control Systems (29 papers)Neural dynamics and brain function (15 papers)
Journals
Nature CommunicationsThe Journal of Chemical PhysicsSHILAP Revista de lepidopterología
Partner nations
PolandSingaporeGermany

In The Last Decade

Włodzisław Duch

148 papers receiving 2.4k citations

Peers

Włodzisław Duch
Comparison fields: 5 of 171
  • Artificial Intelligence 1.1k
  • Atomic and Molecular Physics, and Optics 484
  • Cognitive Neuroscience 460
  • Computational Theory and Mathematics 334
  • Molecular Biology 325
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Toni Giorgino Italy
Wei Pan China
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Citations per field
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Citations per year

Countries citing papers authored by Włodzisław Duch

Since Specialization
Citations

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

Fields of papers citing papers by Włodzisław Duch

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Włodzisław Duch. 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 Włodzisław Duch. The network helps show where Włodzisław Duch may publish in the future.

Co-authorship network of co-authors of Włodzisław Duch

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

All Works

20 of 20 papers shown
#WorkIndexed citations
1 0
2 2
3 148
4 12
5 68
6
Neuronauki i natura ludzka
1
7
Context Search Algorithm for Lexical Knowledge Acquisition
1
8
Cognitive Architectures: Where do we go from here?
74
9
Learning data structures with inherent complex logic: neurocognitive perspective
2
10 1
11
Artificial Neural Networks: Formal Models and Their Applications ICANN 2005: 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, ... Part II (Lecture Notes in Computer Science)
2
12
Brain-Inspired Conscious Computing Architecture
17
13 1
14
Heterogeneous Forests of Decision Trees.
1
15
Constructive density estimation network based on several different separable transfer functions.
6
16
Transfer functions: hidden possibilities for better neural networks.
48
17
Logical Rules for Classification of Medical Data Using Ontogenic Neural Algorithm.
2
18
Extraction of crisp logical rules using constrained backpropagation networks.
18
19
Initialization and Optimization of Multilayered Perceptrons
8
20
On global self-organizing maps.
4

About Włodzisław Duch

Włodzisław Duch is a scholar working on Artificial Intelligence, Computational Mathematics and Cognitive Neuroscience, having authored 161 papers that have together received 2.7k indexed citations. Recurring topics across this work include Neural Networks and Applications (47 papers), Fuzzy Logic and Control Systems (29 papers) and Neural dynamics and brain function (15 papers). The work is most often cited by research in Artificial Intelligence (1.1k citations), Cognitive Neuroscience (460 citations) and Computational Theory and Mathematics (334 citations). Włodzisław Duch has collaborated with scholars based in Poland, Singapore and Germany. Frequent co-authors include Jacek Karwowski, Geerd H. F. Diercksen, Krzysztof Grąbczewski, Rafał Adamczak, John Pestian, Jarek Meller, Paweł Matykiewicz, Karthikeyan Swaminathan, Norbert Jankowski and Rudy Setiono. Their work appears in journals such as Nature Communications, The Journal of Chemical Physics and SHILAP Revista de lepidopterología.

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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