Ingo Fischer

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 17

Top Topics

Information Flow

Reservoir Computing

Naive Bayes Models

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Guillaume Pourcel, Mirko Goldmann, Ingo Fischer, Miguel C. Soriano
Adaptive control of recurrent neural networks using conceptors. CoRR (2024)
Daniel J. Gauthier, Ingo Fischer, André Röhm
Learning unseen coexisting attractors. CoRR (2022)
Aref Pariz, Ingo Fischer, Alireza Valizadeh, Claudio R. Mirasso
Transmission delays and frequency detuning can regulate information flow between brain regions. PLoS Comput. Biol. 17 (4) (2021)
Daniel J. Gauthier, Ingo Fischer
Predicting hidden structure in dynamical systems. Nat. Mach. Intell. 3 (4) (2021)
André Röhm, Daniel J. Gauthier, Ingo Fischer
Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing. CoRR (2021)
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance. IJCNN (2021)
Mirko Goldmann, Claudio R. Mirasso, Ingo Fischer, Miguel C. Soriano
Inferring untrained complex dynamics of delay systems using an adapted echo state network. CoRR (2021)
Irene Estébanez, Janek Schwind, Ingo Fischer, Apostolos Argyris
Bandwidth Enhanced Operation of Photonic Time Delay Reservoir Computing. ECOC (2020)
Florian Stelzer, André Röhm, Raul Vicente, Ingo Fischer, Serhiy Yanchuk
Deep Learning with a Single Neuron: Folding a Deep Neural Network in Time using Feedback-Modulated Delay Loops. CoRR (2020)
T. Heuser, M. Pflüger, Ingo Fischer, James A. Lott, Daniel Brunner, Stephan Reitzenstein
Developing of a photonic hardware platform for brain-inspired computing based on 5×5 VCSEL arrays. CoRR (2020)
Apostolos Argyris, Julian Bueno, Ingo Fischer
PAM-4 Transmission at 1550 nm Using Photonic Reservoir Computing Post-Processing. IEEE Access 7 (2019)
Miguel C. Soriano, Pau Massuti-Ballester, Jesús Yelo, Ingo Fischer
Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware Implementation. ICANN (Workshop) (2019)
Apostolos Argyris, Julian Bueno, Ingo Fischer
Post-processing of Long-haul and Ethernet Optical Transmission Signals Using Photonic Reservoir Computing. ECOC (2017)
Julian Bueno, Sheler Maktoobi, Luc Froehly, Ingo Fischer, Maxime Jacquot, Laurent Larger, Daniel Brunner
Reinforcement Learning in a large scale photonic Recurrent Neural Network. CoRR (2017)
Daniel Brunner, Stephan Reitzenstein, Ingo Fischer
All-optical neuromorphic computing in optical networks of semiconductor lasers. ICRC (2016)
Dejan Vukobratovic, Dusan Jakovetic, Vitaly Skachek, Dragana Bajovic, Dino Sejdinovic, Gunes Karabulut Kurt, Camilla Hollanti, Ingo Fischer
CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT. CoRR (2016)
Dejan Vukobratovic, Dusan Jakovetic, Vitaly Skachek, Dragana Bajovic, Dino Sejdinovic, Günes Karabulut-Kurt, Camilla Hollanti, Ingo Fischer
CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT. IEEE Access 4 (2016)
Michiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer
Photonic Delay Systems as Machine Learning Implementations. CoRR (2015)
Michiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman, Ingo Fischer
Photonic delay systems as machine learning implementations. J. Mach. Learn. Res. 16 (2015)
Miquel L. Alomar, Miguel C. Soriano, Miguel Angel Escalona-Moran, Vincent Canals, Ingo Fischer, Claudio R. Mirasso, José Luis Rosselló
Digital Implementation of a Single Dynamical Node Reservoir Computer. IEEE Trans. Circuits Syst. II Express Briefs (10) (2015)
Miguel C. Soriano, Daniel Brunner, Miguel Angel Escalona-Moran, Claudio R. Mirasso, Ingo Fischer
Minimal approach to neuro-inspired information processing. Frontiers Comput. Neurosci. 9 (2015)
Miguel Angel Escalona-Moran, Miguel C. Soriano, Ingo Fischer, Claudio R. Mirasso
Electrocardiogram Classification Using Reservoir Computing With Logistic Regression. IEEE J. Biomed. Health Informatics 19 (3) (2015)
Nicholas D. Haynes, Miguel C. Soriano, Ingo Fischer, Daniel J. Gauthier
Reservoir computing with a single time-delay autonomous Boolean node. CoRR (2014)
Raul Vicente, Gordon Pipa, Ingo Fischer, Claudio R. Mirasso
Zero-Lag Long Range Synchronization of Neurons Is Enhanced by Dynamical Relaying. ICANN (1) (2007)