Herbert Jaeger
Impact in
- Artificial Intelligence top 0.1%
- Neural Networks and Reservoir Computing
- Neural Networks and Applications
- Machine Learning and ELM
- Cognitive Neuroscience top 0.5%
- Neural dynamics and brain function
Papers in
-
- Neural Networks and Reservoir Computing 24
- Neural Networks and Applications 23
- Machine Learning and Algorithms 6
-
- Advanced Memory and Neural Computing 21
- Radio Frequency Integrated Circuit Design 12
- Full-Duplex Wireless Communications 11
- Electromagnetic Compatibility and Measurements 9
- Co-authors
- Harald Haas (1 shared paper)Mantas Lukoševičius (5 shared papers)Dan Popovici (3 shared papers)Stefan J. Kiebel (1 shared paper)Izzet B. Yildiz (1 shared paper)Benjamin Schrauwen (2 shared papers)Manjunath Gandhi (3 shared papers)Andrei Grebennikov (1 shared paper)
- Journals
- Neural Computation (5 papers)Neural Networks (4 papers)IEEE Transactions on Microwave Theory and Techniques (3 papers)IEEE Microwave and Wireless Components Letters (3 papers)Journal of Machine Learning Research (2 papers)
- Partner nations
- GermanyAustriaUnited States
In The Last Decade
Herbert Jaeger
78 papers receiving 7.9k citations
Herbert Jaeger's Hit Papers
Peers
Comparison fields: 5 of 136
- Artificial Intelligence 6.7k
- Cognitive Neuroscience 2.2k
- Electrical and Electronic Engineering 4.8k
- Statistical and Nonlinear Physics 775
- Acoustics and Ultrasonics 31
Countries citing papers authored by Herbert Jaeger
This map shows the geographic impact of Herbert Jaeger'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 Herbert Jaeger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Herbert Jaeger more than expected).
Fields of papers citing papers by Herbert Jaeger
This network shows the impact of papers produced by Herbert Jaeger. 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 Herbert Jaeger. The network helps show where Herbert Jaeger may publish in the future.
Co-authors
The 25 scholars most cited alongside Herbert Jaeger, 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 80 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication Hit paper breakdown → | 2004 | 2824 |
| 2 | Reservoir computing approaches to recurrent neural network training Hit paper breakdown → | 2009 | 2177 |
| 3 | Optimization and applications of echo state networks with leaky- integrator neurons Hit paper breakdown → | 2007 | 717 |
| 4 | 2007 | 361 | |
| 5 | Re-visiting the echo state property Hit paper breakdown → | 2012 | 347 |
| 6 | 2012 | 308 | |
| 7 | 2021 | 160 | |
| 8 | 2012 | 152 | |
| 9 | 2000 | 105 | |
| 10 | 2003 | 90 | |
| 11 | 2006 | 83 | |
| 12 | Discovering multiscale dynamical features with hierarchical Echo State Networks | 2007 | 64 |
| 13 | 1998 | 62 | |
| 14 | 2010 | 59 | |
| 15 | 2023 | 56 | |
| 16 | 2021 | 53 | |
| 17 | Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation | 2018 | 40 |
| 18 | 2008 | 31 | |
| 19 | Time Warping Invariant Echo State Networks | 2006 | 31 |
| 20 | 2015 | 29 |
About Herbert Jaeger
Herbert Jaeger is a scholar working on Artificial Intelligence, Electrical and Electronic Engineering, Cognitive Neuroscience, Computational Theory and Mathematics and Computer Vision and Pattern Recognition, having authored 80 papers that have together received 8.2k indexed citations. Recurring topics across this work include Neural Networks and Reservoir Computing (24 papers), Neural Networks and Applications (23 papers), Advanced Memory and Neural Computing (21 papers), Radio Frequency Integrated Circuit Design (12 papers), Neural dynamics and brain function (11 papers), Full-Duplex Wireless Communications (11 papers), Electromagnetic Compatibility and Measurements (9 papers) and Machine Learning and Algorithms (6 papers). The work is most often cited by research in Artificial Intelligence (6.7k citations), Cognitive Neuroscience (2.2k citations), Electrical and Electronic Engineering (4.8k citations), Statistical and Nonlinear Physics (775 citations) and Acoustics and Ultrasonics (31 citations). Herbert Jaeger has collaborated with scholars based in Germany, Austria and United States. Frequent co-authors include Harald Haas, Mantas Lukoševičius, Dan Popovici, Stefan J. Kiebel, Izzet B. Yildiz, Benjamin Schrauwen, Manjunath Gandhi, Andrei Grebennikov, Andreas Stelzer and Christoph Wagner. Their work appears in journals such as Neural Computation, Neural Networks, IEEE Transactions on Microwave Theory and Techniques, IEEE Microwave and Wireless Components Letters and Journal of Machine Learning Research.
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.