Ingo Fischer

Orcid: 0000-0003-1881-9842

According to our database1, Ingo Fischer authored at least 22 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Adaptive control of recurrent neural networks using conceptors.
CoRR, 2024

2022
Learning unseen coexisting attractors.
CoRR, 2022

2021
Transmission delays and frequency detuning can regulate information flow between brain regions.
PLoS Comput. Biol., 2021

Predicting hidden structure in dynamical systems.
Nat. Mach. Intell., 2021

Inferring untrained complex dynamics of delay systems using an adapted echo state network.
CoRR, 2021

Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing.
CoRR, 2021

Exploiting transient dynamics of a time-multiplexed reservoir to boost the system performance.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Deep Learning with a Single Neuron: Folding a Deep Neural Network in Time using Feedback-Modulated Delay Loops.
CoRR, 2020

Developing of a photonic hardware platform for brain-inspired computing based on 5×5 VCSEL arrays.
CoRR, 2020

Bandwidth Enhanced Operation of Photonic Time Delay Reservoir Computing.
Proceedings of the European Conference on Optical Communications, 2020

2019
PAM-4 Transmission at 1550 nm Using Photonic Reservoir Computing Post-Processing.
IEEE Access, 2019

Optoelectronic Reservoir Computing Using a Mixed Digital-Analog Hardware Implementation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2017
Reinforcement Learning in a large scale photonic Recurrent Neural Network.
CoRR, 2017

Post-processing of Long-haul and Ethernet Optical Transmission Signals Using Photonic Reservoir Computing.
Proceedings of the European Conference on Optical Communication, 2017

2016
CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT.
IEEE Access, 2016

All-optical neuromorphic computing in optical networks of semiconductor lasers.
Proceedings of the IEEE International Conference on Rebooting Computing, 2016

2015
Electrocardiogram Classification Using Reservoir Computing With Logistic Regression.
IEEE J. Biomed. Health Informatics, 2015

Digital Implementation of a Single Dynamical Node Reservoir Computer.
IEEE Trans. Circuits Syst. II Express Briefs, 2015

Photonic delay systems as machine learning implementations.
J. Mach. Learn. Res., 2015

Minimal approach to neuro-inspired information processing.
Frontiers Comput. Neurosci., 2015

2014
Reservoir computing with a single time-delay autonomous Boolean node.
CoRR, 2014

2007
Zero-Lag Long Range Synchronization of Neurons Is Enhanced by Dynamical Relaying.
Proceedings of the Artificial Neural Networks, 2007


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