Reservoir computing (Italian Wikipedia)

Analysis of information sources in references of the Wikipedia article "Reservoir computing" in Italian language version.

Last modified: 13:54:23, 30 May 2026 (UTC)

Ref.Un. Ref.Website

Global rank Italian rank

1111doi.org

2^nd place

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77oadoi.org

612^th place

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76ieee.org

912^th place

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55worldcat.org

4^th place

18^th place

55unibo.it

3,746^th place

288^th place

55springer.com

182^nd place

250^th place

44web.archive.org

1^st place

33mitpressjournals.org

low place

22jacobs-university.de

low place

11pdx.edu

8,114^th place

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11wipo.int

1,556^th place

3,564^th place

11nips.cc

low place

11unipi.it

low place

852^nd place

11nature.com

207^th place

186^th place

11sciencemag.org

1,019^th place

640^th place

11+neural-forecasting-competition.+com

low place

+neural-forecasting-competition.+com (Global: low place; Italian: low place)

Ilies, Iulian, et al. "Stepping forward through echoes of the past: forecasting with echo state networks." Short report on the winning entry to the NN3 financial forecasting competition, available online Archiviato il 26 novembre 2015 in Internet Archive. (2007).

doi.org (Global: 2^nd place; Italian: 3^rd place)

dx.doi.org

Izzet B. Yildiz, Herbert Jaeger e Stefan J. Kiebel, Re-visiting the echo state property, in Neural Networks, vol. 35, 1º novembre 2012, pp. 1-9, DOI:10.1016/j.neunet.2012.07.005, ISSN 0893-6080 (WC · ACNP).
Michiel Hermans e Benjamin Schrauwen, Memory in linear recurrent neural networks in continuous time, in Neural Networks, vol. 23, n. 3, 1º aprile 2010, pp. 341-355, DOI:10.1016/j.neunet.2009.08.008, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil e Dirk Stroobandt, Improving reservoirs using intrinsic plasticity, in Neurocomputing, Progress in Modeling, Theory, and Application of Computational Intelligenc, vol. 71, n. 7, 1º marzo 2008, pp. 1159-1171, DOI:10.1016/j.neucom.2007.12.020, ISSN 0925-2312 (WC · ACNP).
Yanbo Xue, Le Yang e Simon Haykin, Decoupled echo state networks with lateral inhibition, in Neural Networks, Echo State Networks and Liquid State Machines, vol. 20, n. 3, 1º aprile 2007, pp. 365-376, DOI:10.1016/j.neunet.2007.04.014, ISSN 0893-6080 (WC · ACNP).
(EN) Claudio Gallicchio, Alessio Micheli e Luca Pedrelli, Deep reservoir computing: A critical experimental analysis, in Neurocomputing, vol. 268, 2017-12, pp. 87-99, DOI:10.1016/j.neucom.2016.12.089. URL consultato il 28 aprile 2019.
(EN) Claudio Gallicchio, Alessio Micheli e Luca Pedrelli, Design of deep echo state networks, in Neural Networks, vol. 108, 2018-12, pp. 33-47, DOI:10.1016/j.neunet.2018.08.002. URL consultato il 28 aprile 2019.
Benjamin Schrauwen, Michiel D’Haene, David Verstraeten e Jan Van Campenhout, Compact hardware liquid state machines on FPGA for real-time speech recognition, in Neural Networks, Advances in Neural Networks Research: IJCNN ’07, vol. 21, n. 2, 1º marzo 2008, pp. 511-523, DOI:10.1016/j.neunet.2007.12.009, ISSN 0893-6080 (WC · ACNP).
(EN) Corrado Baccheschi, Alessandro Bondielli, Alessandro Lenci, Alessio Micheli, Lucia Passaro, Marco Podda, Domenico Tortorella, Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing, in Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, Yoshua Bengio (a cura di), Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions, Springer Nature Switzerland, 2026, pp. 188–200, DOI:10.1007/978-3-032-04552-2_18. URL consultato il 30 maggio 2026.
Jeremie Cabessa, Hugo Hernault e Heechang Kim, Efficient Text Classification with Echo State Networks, IEEE, 18 luglio 2021, pp. 1–8, DOI:10.1109/IJCNN52387.2021.9533958. URL consultato il 30 maggio 2026.
(EN) Daniele Di Sarli, Claudio Gallicchio e Alessio Micheli, Question Classification with Untrained Recurrent Embeddings, in Mario Alviano, Gianluigi Greco, Francesco Scarcello (a cura di), AI*IA 2019 – Advances in Artificial Intelligence, Springer International Publishing, 2019, pp. 362–375, DOI:10.1007/978-3-030-35166-3_26. URL consultato il 30 maggio 2026.
(EN) Rajkumar Ramamurthy, Robin Stenzel e Rafet Sifa, Echo State Networks for Named Entity Recognition, in Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis (a cura di), Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions, Springer International Publishing, 2019, pp. 110–120, DOI:10.1007/978-3-030-30493-5_11. URL consultato il 30 maggio 2026.

ieee.org (Global: 912^th place; Italian: 1,052^nd place)

ieeexplore.ieee.org

Buehner, M., & Young, P. (2006). A tighter bound for the echo state property. IEEE Transactions on Neural Networks, 17(3), 820-824.
Steil, J. J. (2004, July). Backpropagation-decorrelation: online recurrent learning with O (N) complexity. In Proceedings of the 2004 IEEE International Joint Conference on Neural Networks (Vol. 2, pp. 843-848).
Verstraeten, D., Dambre, J., Dutoit, X., & Schrauwen, B. (2010, July). Memory versus non-linearity in reservoirs. In Proceedings of the 2010 IEEE International Joint Conference on Neural Networks (IJCNN)(pp. 1-8).
Rodan, A., & Tino, P. (2011). Minimum complexity echo state network. IEEE Transactions on Neural Networks, 22(1), 131-144.
Triefenbach, F., Jalalvand, A., Demuynck, K., & Martens, J. (2013). Acoustic modeling with hierarchical reservoirs. In IEEE Transactions on Audio, Speech, and Language Processing, 21(11-12), 2439-2450
Jeremie Cabessa, Hugo Hernault e Heechang Kim, Efficient Text Classification with Echo State Networks, IEEE, 18 luglio 2021, pp. 1–8, DOI:10.1109/IJCNN52387.2021.9533958. URL consultato il 30 maggio 2026.

jacobs-university.de (Global: low place; Italian: low place)

minds.jacobs-university.de

Jaeger, H. (2001). Short term memory in echo state networks. Archiviato il 4 gennaio 2014 in Internet Archive. GMD Technical Report 152.
Lukoševičius, M., Jaeger, H., & Schrauwen, B. (2012). Reservoir computing trends. Archiviato l'11 febbraio 2014 in Internet Archive. KI-Künstliche Intelligenz, 26(4), 365-371.

mitpressjournals.org (Global: low place; Italian: low place)

Ozturk, M. C., Xu, D., & Príncipe, J. C. (2007). Analysis and design of echo state networks. Neural Computation, 19(1), 111-138.
Bertschinger, N., & Natschläger, T. (2004). Real-time computation at the edge of chaos in recurrent neural networks. Neural computation, 16(7), 1413-1436.
Büsing, L., Schrauwen, B., & Legenstein, R. (2010). Connectivity, dynamics, and memory in reservoir computing with binary and analog neurons. Neural computation, 22(5), 1272-1311.

nature.com (Global: 207^th place; Italian: 186^th place)

Paquot, Y., Duport, F., Smerieri, A., Dambre, J., Schrauwen, B., Haelterman, M., & Massar, S. (2012). Optoelectronic reservoir computing. Scientific reports,2.

nips.cc (Global: low place; Italian: low place)

papers.nips.cc

Maass, Wolfgang, Prashant Joshi, and Eduardo D. Sontag. Principles of real-time computing with feedback applied to cortical microcircuit models. Advances in Neural Information Processing Systems. 2006.

oadoi.org (Global: 612^th place; Italian: 14^th place)

Izzet B. Yildiz, Herbert Jaeger e Stefan J. Kiebel, Re-visiting the echo state property, in Neural Networks, vol. 35, 1º novembre 2012, pp. 1-9, DOI:10.1016/j.neunet.2012.07.005, ISSN 0893-6080 (WC · ACNP).
Michiel Hermans e Benjamin Schrauwen, Memory in linear recurrent neural networks in continuous time, in Neural Networks, vol. 23, n. 3, 1º aprile 2010, pp. 341-355, DOI:10.1016/j.neunet.2009.08.008, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil e Dirk Stroobandt, Improving reservoirs using intrinsic plasticity, in Neurocomputing, Progress in Modeling, Theory, and Application of Computational Intelligenc, vol. 71, n. 7, 1º marzo 2008, pp. 1159-1171, DOI:10.1016/j.neucom.2007.12.020, ISSN 0925-2312 (WC · ACNP).
Yanbo Xue, Le Yang e Simon Haykin, Decoupled echo state networks with lateral inhibition, in Neural Networks, Echo State Networks and Liquid State Machines, vol. 20, n. 3, 1º aprile 2007, pp. 365-376, DOI:10.1016/j.neunet.2007.04.014, ISSN 0893-6080 (WC · ACNP).
(EN) Claudio Gallicchio, Alessio Micheli e Luca Pedrelli, Deep reservoir computing: A critical experimental analysis, in Neurocomputing, vol. 268, 2017-12, pp. 87-99, DOI:10.1016/j.neucom.2016.12.089. URL consultato il 28 aprile 2019.
(EN) Claudio Gallicchio, Alessio Micheli e Luca Pedrelli, Design of deep echo state networks, in Neural Networks, vol. 108, 2018-12, pp. 33-47, DOI:10.1016/j.neunet.2018.08.002. URL consultato il 28 aprile 2019.
Benjamin Schrauwen, Michiel D’Haene, David Verstraeten e Jan Van Campenhout, Compact hardware liquid state machines on FPGA for real-time speech recognition, in Neural Networks, Advances in Neural Networks Research: IJCNN ’07, vol. 21, n. 2, 1º marzo 2008, pp. 511-523, DOI:10.1016/j.neunet.2007.12.009, ISSN 0893-6080 (WC · ACNP).

pdx.edu (Global: 8,114^th place; Italian: low place)

Jaeger, H. (2002). Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the" echo state network" approach Archiviato l'8 agosto 2014 in Internet Archive.. Archiviato l'8 agosto 2014 in Internet Archive. GMD-Forschungszentrum Informationstechnik.

sciencemag.org (Global: 1,019^th place; Italian: 640^th place)

Jaeger, H., & Haas, H. (2004). Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication. Science, 304(5667), 78-80.

springer.com (Global: 182^nd place; Italian: 250^th place)

link.springer.com

Plöger, P. G., Arghir, A., Günther, T., & Hosseiny, R. (2004). Echo state networks for mobile robot modeling and control. In RoboCup 2003: Robot Soccer World Cup VII (pp. 157-168). Springer Berlin Heidelberg.
Buteneers, P., Schrauwen, B., Verstraeten, D., & Stroobandt, D. (2009). Real-time epileptic seizure detection on intra-cranial rat data using reservoir computing. In Advances in neuro-information processing (pp. 56-63). Springer Berlin Heidelberg.
(EN) Corrado Baccheschi, Alessandro Bondielli, Alessandro Lenci, Alessio Micheli, Lucia Passaro, Marco Podda, Domenico Tortorella, Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing, in Walter Senn, Marcello Sanguineti, Ausra Saudargiene, Igor V. Tetko, Alessandro E. P. Villa, Viktor Jirsa, Yoshua Bengio (a cura di), Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions, Springer Nature Switzerland, 2026, pp. 188–200, DOI:10.1007/978-3-032-04552-2_18. URL consultato il 30 maggio 2026.
(EN) Daniele Di Sarli, Claudio Gallicchio e Alessio Micheli, Question Classification with Untrained Recurrent Embeddings, in Mario Alviano, Gianluigi Greco, Francesco Scarcello (a cura di), AI*IA 2019 – Advances in Artificial Intelligence, Springer International Publishing, 2019, pp. 362–375, DOI:10.1007/978-3-030-35166-3_26. URL consultato il 30 maggio 2026.
(EN) Rajkumar Ramamurthy, Robin Stenzel e Rafet Sifa, Echo State Networks for Named Entity Recognition, in Igor V. Tetko, Věra Kůrková, Pavel Karpov, Fabian Theis (a cura di), Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions, Springer International Publishing, 2019, pp. 110–120, DOI:10.1007/978-3-030-30493-5_11. URL consultato il 30 maggio 2026.

unibo.it (Global: 3,746^th place; Italian: 288^th place)

acnpsearch.unibo.it

Izzet B. Yildiz, Herbert Jaeger e Stefan J. Kiebel, Re-visiting the echo state property, in Neural Networks, vol. 35, 1º novembre 2012, pp. 1-9, DOI:10.1016/j.neunet.2012.07.005, ISSN 0893-6080 (WC · ACNP).
Michiel Hermans e Benjamin Schrauwen, Memory in linear recurrent neural networks in continuous time, in Neural Networks, vol. 23, n. 3, 1º aprile 2010, pp. 341-355, DOI:10.1016/j.neunet.2009.08.008, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil e Dirk Stroobandt, Improving reservoirs using intrinsic plasticity, in Neurocomputing, Progress in Modeling, Theory, and Application of Computational Intelligenc, vol. 71, n. 7, 1º marzo 2008, pp. 1159-1171, DOI:10.1016/j.neucom.2007.12.020, ISSN 0925-2312 (WC · ACNP).
Yanbo Xue, Le Yang e Simon Haykin, Decoupled echo state networks with lateral inhibition, in Neural Networks, Echo State Networks and Liquid State Machines, vol. 20, n. 3, 1º aprile 2007, pp. 365-376, DOI:10.1016/j.neunet.2007.04.014, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Michiel D’Haene, David Verstraeten e Jan Van Campenhout, Compact hardware liquid state machines on FPGA for real-time speech recognition, in Neural Networks, Advances in Neural Networks Research: IJCNN ’07, vol. 21, n. 2, 1º marzo 2008, pp. 511-523, DOI:10.1016/j.neunet.2007.12.009, ISSN 0893-6080 (WC · ACNP).

unipi.it (Global: low place; Italian: 852^nd place)

etd.adm.unipi.it

Luca Pedrelli, Deep Reservoir Computing: A Novel Class of Deep Recurrent Neural Networks, Università di Pisa, 2019.

web.archive.org (Global: 1^st place; Italian: 1^st place)

Jaeger, H. (2002). Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the" echo state network" approach Archiviato l'8 agosto 2014 in Internet Archive.. Archiviato l'8 agosto 2014 in Internet Archive. GMD-Forschungszentrum Informationstechnik.
Jaeger, H. (2001). Short term memory in echo state networks. Archiviato il 4 gennaio 2014 in Internet Archive. GMD Technical Report 152.
Lukoševičius, M., Jaeger, H., & Schrauwen, B. (2012). Reservoir computing trends. Archiviato l'11 febbraio 2014 in Internet Archive. KI-Künstliche Intelligenz, 26(4), 365-371.
Ilies, Iulian, et al. "Stepping forward through echoes of the past: forecasting with echo state networks." Short report on the winning entry to the NN3 financial forecasting competition, available online Archiviato il 26 novembre 2015 in Internet Archive. (2007).

wipo.int (Global: 1,556^th place; Italian: 3,564^th place)

patentscope.wipo.int

EP2001011490 A METHOD FOR SUPERVISED TEACHING OF A RECURRENT ARTIFICIAL NEURAL NETWORK, su patentscope.wipo.int.

worldcat.org (Global: 4^th place; Italian: 18^th place)

Izzet B. Yildiz, Herbert Jaeger e Stefan J. Kiebel, Re-visiting the echo state property, in Neural Networks, vol. 35, 1º novembre 2012, pp. 1-9, DOI:10.1016/j.neunet.2012.07.005, ISSN 0893-6080 (WC · ACNP).
Michiel Hermans e Benjamin Schrauwen, Memory in linear recurrent neural networks in continuous time, in Neural Networks, vol. 23, n. 3, 1º aprile 2010, pp. 341-355, DOI:10.1016/j.neunet.2009.08.008, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Marion Wardermann, David Verstraeten, Jochen J. Steil e Dirk Stroobandt, Improving reservoirs using intrinsic plasticity, in Neurocomputing, Progress in Modeling, Theory, and Application of Computational Intelligenc, vol. 71, n. 7, 1º marzo 2008, pp. 1159-1171, DOI:10.1016/j.neucom.2007.12.020, ISSN 0925-2312 (WC · ACNP).
Yanbo Xue, Le Yang e Simon Haykin, Decoupled echo state networks with lateral inhibition, in Neural Networks, Echo State Networks and Liquid State Machines, vol. 20, n. 3, 1º aprile 2007, pp. 365-376, DOI:10.1016/j.neunet.2007.04.014, ISSN 0893-6080 (WC · ACNP).
Benjamin Schrauwen, Michiel D’Haene, David Verstraeten e Jan Van Campenhout, Compact hardware liquid state machines on FPGA for real-time speech recognition, in Neural Networks, Advances in Neural Networks Research: IJCNN ’07, vol. 21, n. 2, 1º marzo 2008, pp. 511-523, DOI:10.1016/j.neunet.2007.12.009, ISSN 0893-6080 (WC · ACNP).

Reservoir computing (Italian Wikipedia)

+neural-forecasting-competition.+com (Global: low place; Italian: low place)

doi.org (Global: 2nd place; Italian: 3rd place)

dx.doi.org

ieee.org (Global: 912th place; Italian: 1,052nd place)

ieeexplore.ieee.org

jacobs-university.de (Global: low place; Italian: low place)

minds.jacobs-university.de

mitpressjournals.org (Global: low place; Italian: low place)

nature.com (Global: 207th place; Italian: 186th place)

nips.cc (Global: low place; Italian: low place)

papers.nips.cc

oadoi.org (Global: 612th place; Italian: 14th place)

pdx.edu (Global: 8,114th place; Italian: low place)

sciencemag.org (Global: 1,019th place; Italian: 640th place)

springer.com (Global: 182nd place; Italian: 250th place)

link.springer.com

unibo.it (Global: 3,746th place; Italian: 288th place)

acnpsearch.unibo.it

unipi.it (Global: low place; Italian: 852nd place)

etd.adm.unipi.it

web.archive.org (Global: 1st place; Italian: 1st place)

wipo.int (Global: 1,556th place; Italian: 3,564th place)

patentscope.wipo.int

worldcat.org (Global: 4th place; Italian: 18th place)

doi.org (Global: 2^nd place; Italian: 3^rd place)

ieee.org (Global: 912^th place; Italian: 1,052^nd place)

nature.com (Global: 207^th place; Italian: 186^th place)

oadoi.org (Global: 612^th place; Italian: 14^th place)

pdx.edu (Global: 8,114^th place; Italian: low place)

sciencemag.org (Global: 1,019^th place; Italian: 640^th place)

springer.com (Global: 182^nd place; Italian: 250^th place)

unibo.it (Global: 3,746^th place; Italian: 288^th place)

unipi.it (Global: low place; Italian: 852^nd place)

web.archive.org (Global: 1^st place; Italian: 1^st place)

wipo.int (Global: 1,556^th place; Italian: 3,564^th place)

worldcat.org (Global: 4^th place; Italian: 18^th place)