Ingo Fischer

Ingo Fischer
Perfil
My research activities comprise photonics, semiconductor laser physics and laser dynamics, complex systems, in particular delay-coupled systems and laser networks, as well as neuro-inspired information processing.

My current focus is to bridge the fields of photonics, complex systems and neuroscience, achieving cross-fertilization via the understanding of photonic systems, complex dynamical system's properties and their functionalities. This gives rise to bio-inspired photonics and novel information processing concepts.

please see also web page above

UIB page: https://www.uib.eu/personal/ABjIwOTg3Ng/

Publicacions recents

Developing a photonic hardware platform for brain-inspired computing based on 5 × 5 VCSEL arrays

Heuser, Tobias; Pflüger, Moritz; Fischer, Ingo; Lott, James A; Brunner, Daniel; Reitzenstein, Stephan
Journal of Physics: Photonics 2, 044002 (2020)

Accelerating photonic computing by bandwidth enhancement of a time-delay reservoir

Estébanez, Irene; Schwind, Janek; Fischer, Ingo; Argyris, Apostolos
Nanophotonics 9 (13), 20200184 (1-9) (2020)

Comparison of photonic reservoir computing systems for fiber transmission equalization

Argyris, A.; Cantero, J.; Galletero, M.; Pereda, E.; Mirasso, C. R.; Fischer, I.; Soriano, M. C.
IEEE Journal of Selected Topics in Quantum Electronics 26, 5100309 (2020)

Cross-predicting the dynamics of an optically injected single-mode semiconductor laser using reservoir computing

Cunillera, Alejandro; Soriano, Miguel C.; Fischer, Ingo
Chaos 29, 113113 (1-9) (2019)

Constructive Role of Noise for High-Quality Replication of Chaotic Attractor Dynamics Using a Hardware-Based Reservoir Computer

Estébanez, Irene; Fischer, Ingo; Soriano, Miguel C.
Physical Review Applied 12, 034058 (2019)

Projectes de recerca recents i vigents

POST-DIGITAL

POST-DIGITAL: Neuromorphic computing in photonic and other nonlinear media

I.P.: Ingo Fischer, Claudio Mirasso
POST-DIGITAL is a Marie Skłodowska-Curie Innovative Training Network, funded by the European Union’s Horizon 2020 research and innovation programme POST-DIGITAL is committed to form a new generation of engineers and researchers, affording ...

ADOPD

Adaptive Optical Dendrites (IFISC-CSIC)

I.P.: Ingo Fischer
The increased demand for computation with low energy consumption requires entirely novel hardware concepts. In ADOPD we develop ultra-fast computational units based on optical-fiber technologies exploiting information processing principles used by neurons ...

Decaph

Dendrite-based Computation Applied to PHotonics systems

I.P.: Apostolos Argyris, Ingo Fischer, Claudio Mirasso
The DECAPH project addresses fundamental aspects of cognitive computing introducing a disruptive architecture that mimics in more detail the actual operations that are performed in the brain. By mimicking such neuron structures ...

QUAREC

Machine learning with quantum reservoir computing

I.P.: Roberta Zambrini
Project funded by the government of the Balearic Islands with the goal of extending Reservoir Computing into the quantum domain. The project is mainly theoretical/numerical, but also deals with the identification of ...

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