World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
57
Citations
17231
World Ranking
2589
National Ranking
53

Overview

Ingo Fischer is affiliated with the Institute for Cross-Disciplinary Physics and Complex Systems in Spain and has contributed extensively to research in computer science and engineering. Their work spans multiple interconnected fields and topics, focusing particularly on neural networks, reservoir computing, and photonic systems.

The main areas of study for Fischer include:

  • Computer Science
  • Engineering

The subfields where Fischer has made significant contributions encompass:

  • Artificial Intelligence
  • Electrical and Electronic Engineering
  • Statistical and Nonlinear Physics
  • Computer Networks and Communications
  • Atomic and Molecular Physics, and Optics

Key topics frequently addressed in their research are:

  • Neural Networks and Reservoir Computing
  • Photonic and Optical Devices
  • Optical Network Technologies
  • Neural Networks and Applications
  • Nonlinear Dynamics and Pattern Formation
  • Model Reduction and Neural Networks
  • Advanced Memory and Neural Computing

Fischer's publication record includes contributions to leading venues such as:

  • arXiv (Cornell University)
  • Chaos An Interdisciplinary Journal of Nonlinear Science
  • Optics Letters
  • PLoS Computational Biology
  • Journal of Cranio-Maxillofacial Surgery

Among recent papers, notable works include:

  • "Transmission delays and frequency detuning can regulate information flow between brain regions," 2021, PLoS Computational Biology
  • "Condylar remodeling after osteosynthesis of fractures of the condylar head or close to the temporomandibular joint," 2020, Journal of Cranio-Maxillofacial Surgery
  • "Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing," 2021, arXiv (Cornell University)
  • "Learning unseen coexisting attractors," 2022, Chaos An Interdisciplinary Journal of Nonlinear Science
  • "Accelerating photonic computing by bandwidth enhancement of a time-delay reservoir," 2020, Nanophotonics

Fischer has co-authored extensively with several researchers, including:

  • Apostolos Argyris
  • Miguel C. Soriano
  • Cláudio R. Mirasso
  • Daniel J. Gauthier
  • Daniel Brunner

In addition to journal articles, Fischer has contributed to book literature, including a publication with Springer Science+Business Media titled "Reservoir Computing" published in 2021.

Best Publications

  • Chaos-based communications at high bit rates using commercial fibre-optic links

    Apostolos Argyris;Dimitris Syvridis;Laurent Larger;Valerio Annovazzi-Lodi

  • Information processing using a single dynamical node as complex system

    L Appeltant;M C Soriano;G Van der Sande;J Danckaert

  • Parallel photonic information processing at gigabyte per second data rates using transient states

    Daniel Brunner;Miguel C. Soriano;Claudio R. Mirasso;Ingo Fischer

  • Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing.

    Laurent Larger;Miguel C. Soriano;Daniel Brunner;Lennert Appeltant

  • Complex photonics: Dynamics and applications of delay-coupled semiconductors lasers

    Miguel C. Soriano;Jordi García-Ojalvo;Claudio R. Mirasso;Ingo Fischer

  • Chaos Synchronization and Spontaneous Symmetry-Breaking in Symmetrically Delay-Coupled Semiconductor Lasers

    Tilmann Heil;Ingo Fischer;Wolfgang Elsässer;Josep Mulet

  • Synchronization of chaotic semiconductor laser dynamics on subnanosecond time scales and its potential for chaos communication

    Ingo Fischer;Yun Liu;Peter Davis

  • Reinforcement learning in a large-scale photonic recurrent neural network

    Julian Bueno;Sheler Maktoobi;Luc Froehly;Ingo Fischer

  • Dynamical relaying can yield zero time lag neuronal synchrony despite long conduction delays.

    Raul Vicente;Leonardo L. Gollo;Claudio R. Mirasso;Ingo Fischer

  • Zero-lag long-range synchronization via dynamical relaying.

    Ingo Fischer;Raúl Vicente;Javier M. Buldú;Michael Peil

  • Fast Pulsing and Chaotic Itinerancy with a Drift in the Coherence Collapse of Semiconductor Lasers

    I. Fischer;G. H. M. van Tartwijk;A. M. Levine;W. Elsässer

  • Dynamics of semiconductor lasers subject to delayed optical feedback: the short cavity regime.

    Tilmann Heil;Ingo Fischer;W. Elsäßer;A. Gavrielides

  • Permutation-information-theory approach to unveil delay dynamics from time-series analysis

    Luciano Zunino;Luciano Zunino;Luciano Zunino;Miguel C. Soriano;Ingo Fischer;Osvaldo A. Rosso;Osvaldo A. Rosso

  • Delay dynamics of semiconductor lasers with short external cavities: bifurcation scenarios and mechanisms.

    T Heil;I Fischer;W Elsasser;B Krauskopf

  • Time Scales of a Chaotic Semiconductor Laser With Optical Feedback Under the Lens of a Permutation Information Analysis

    M C Soriano;L Zunino;O A Rosso;I Fischer

  • A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

    S. Ortín;M. C. Soriano;L. Pesquera;D. Brunner

  • Simultaneous bidirectional message transmission in a chaos-based communication scheme.

    Raúl Vicente;Claudio R. Mirasso;Ingo Fischer

  • Optoelectronic reservoir computing: tackling noise-induced performance degradation.

    M C Soriano;S Ortín;D Brunner;L Larger

  • Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback.

    Julián Bueno;Daniel Brunner;Miguel C. Soriano;Ingo Fischer

  • Dynamics of Semiconductor Lasers Subject to Delayed Optical Feedback

    W. Elsäßer;I. Fischer;A. Gavrielides;T. Heil

  • Synchronization of delay-coupled oscillators: a study of semiconductor lasers.

    Wünsche Hj;Bauer S;Kreissl J;Ushakov O

Frequent Co-Authors

Claudio R. Mirasso
Claudio R. Mirasso University of the Balearic Islands
Laurent Larger
Laurent Larger University of Franche-Comté
Hugo Thienpont
Hugo Thienpont Vrije Universiteit Brussel
Ortwin Hess
Ortwin Hess Trinity College Dublin
Luciano Zunino
Luciano Zunino National University of La Plata
Pere Colet
Pere Colet Spanish National Research Council
Bernd Krauskopf
Bernd Krauskopf University of Auckland
Peter Davis
Peter Davis Telecognix Corporation
Eckehard Schöll
Eckehard Schöll Technical University of Berlin
Ernst O. Göbel
Ernst O. Göbel Physikalisch-Technische Bundesanstalt

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