Inferring untrained complex dynamics of delay systems using a physics-informed reservoir

Eigenvalues of random matrices with generalised correlations: A path-integral approach

Baron, Joseph W.

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Photonic delay dynamics emulating spatio-temporal networks: From chimera states to photonic artificial intelligence

Larger, Laurent
Jacquot, Maxime
Maistrenko, Yuri
Brunner, Daniel
Chembo, Kouomou Yanne

April 2018

International audienceDelay dynamics are well known for their infinite dimensional phase space. An a...

Computing using delayed feedback systems: towards photonics

Appeltant, L
Soriano, MC
Van der Sande, G
Danckaert, J
Massar, S
Dambre, Joni
Schrauwen, Benjamin
Mirasso, CR
Fischer, I

January 2012

Reservoir computing has recently been introduced as a new paradigm in the field of machine learning....

Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity

Goldmann, Mirko
Köster, Felix
Lüdge, Kathy
Yanchuk, Serhiy

March 2021

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Time-delay reservoir computing with silicon microring resonator

Donati, Giovanni
Argyris, Apostolos
Mirasso, Claudio R.
Pavesi, Lorenzo

April 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Reservoir computing to recover optical communication signals

Estébanez, Irene
Schwind, Janek
Fischer, Ingo
Argyris, Apostolos

March 2021

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Photonic platform for real time Quantum Reservoir Computing

García Beni, Jorge
Giorgi, Gian Luca
Soriano, Miguel C.
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

Time-Series Processing with QuantumMeasurements

Mujal, Pere
Martínez-Peña, Rodrigo
Giorgi, Gian Luca
Soriano, Miguel C.
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

The role of dissipations in Quantum reservoir computing

Sannia, Antonio
Martínez-Peña, Rodrigo
Soriano, Miguel C.
Giorgi, Gian Luca
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

Photonic processing for a 56 GBaud PAM-4 100 km Transmission System

Estébanez, Irene
Li, Shi
Schwind, Janek
Fischer, Ingo
Pachnicke, Stephan
Argyris, Apostolos

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Complex Dynamics of Delay Systems

Soriano, Miguel C.

April 2022

Trabajo presentado en el 11th Optoelectronics and Photonics Summer School (NMP2021 NEUROMORPHIC PHOT...

Delay dynamics explored through signal and information photonic processing

Larger, Laurent

May 2015

International audience<font face="null"&gt<span style="font-size: 13px;"&gtDelay dynamics explored t...

Complex photonic nonlinear delay dynamics for high performance signal and information processing

Larger, Laurent
Martinenghi, Romain
Jacquot, Maxime
Chembo, Yanne Kouomou

January 2013

International audienceOptoelectronic delayed feedback loops can provide a wide variety of dynamical ...

Noise effects on time delay reservoir computing using a single silicon microring resonator as real node

Donati, Giovanni
Argyris, Apostolos
Mirasso, Claudio R.
Mancinelli, Mattia
Pavesi, Lorenzo

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Multiple delay nonlinear wavelength dynamics for photonic Reservoir Computing

Martinenghi, R.
Appeltant, L.
Rybalko, S.
Van Der Sand, G.
Danckaert, J.
Jacquot, M.
Chembo, Y.K.
Larger, L.

May 2011

International audienceReservoir computing is an emerging field of research intended to develop novel...

Eigenvalues of random matrices with generalised correlations: A path-integral approach

Baron, Joseph W.

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Photonic delay dynamics emulating spatio-temporal networks: From chimera states to photonic artificial intelligence

Larger, Laurent
Jacquot, Maxime
Maistrenko, Yuri
Brunner, Daniel
Chembo, Kouomou Yanne

April 2018

International audienceDelay dynamics are well known for their infinite dimensional phase space. An a...

Computing using delayed feedback systems: towards photonics

Appeltant, L
Soriano, MC
Van der Sande, G
Danckaert, J
Massar, S
Dambre, Joni
Schrauwen, Benjamin
Mirasso, CR
Fischer, I

January 2012

Reservoir computing has recently been introduced as a new paradigm in the field of machine learning....

Deep Time-Delay Reservoir Computing: Dynamics and Memory Capacity

Goldmann, Mirko
Köster, Felix
Lüdge, Kathy
Yanchuk, Serhiy

March 2021

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Time-delay reservoir computing with silicon microring resonator

Donati, Giovanni
Argyris, Apostolos
Mirasso, Claudio R.
Pavesi, Lorenzo

April 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Reservoir computing to recover optical communication signals

Estébanez, Irene
Schwind, Janek
Fischer, Ingo
Argyris, Apostolos

March 2021

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Photonic platform for real time Quantum Reservoir Computing

García Beni, Jorge
Giorgi, Gian Luca
Soriano, Miguel C.
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

Time-Series Processing with QuantumMeasurements

Mujal, Pere
Martínez-Peña, Rodrigo
Giorgi, Gian Luca
Soriano, Miguel C.
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

The role of dissipations in Quantum reservoir computing

Sannia, Antonio
Martínez-Peña, Rodrigo
Soriano, Miguel C.
Giorgi, Gian Luca
Zambrini, Roberta

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activity...

Photonic processing for a 56 GBaud PAM-4 100 km Transmission System

Estébanez, Irene
Li, Shi
Schwind, Janek
Fischer, Ingo
Pachnicke, Stephan
Argyris, Apostolos

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Complex Dynamics of Delay Systems

Soriano, Miguel C.

April 2022

Trabajo presentado en el 11th Optoelectronics and Photonics Summer School (NMP2021 NEUROMORPHIC PHOT...

Delay dynamics explored through signal and information photonic processing

Larger, Laurent

May 2015

International audience<font face="null"&gt<span style="font-size: 13px;"&gtDelay dynamics explored t...

Complex photonic nonlinear delay dynamics for high performance signal and information processing

Larger, Laurent
Martinenghi, Romain
Jacquot, Maxime
Chembo, Yanne Kouomou

January 2013

International audienceOptoelectronic delayed feedback loops can provide a wide variety of dynamical ...

Noise effects on time delay reservoir computing using a single silicon microring resonator as real node

Donati, Giovanni
Argyris, Apostolos
Mirasso, Claudio R.
Mancinelli, Mattia
Pavesi, Lorenzo

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Multiple delay nonlinear wavelength dynamics for photonic Reservoir Computing

Martinenghi, R.
Appeltant, L.
Rybalko, S.
Van Der Sand, G.
Danckaert, J.
Jacquot, M.
Chembo, Y.K.
Larger, L.

May 2011

International audienceReservoir computing is an emerging field of research intended to develop novel...

Eigenvalues of random matrices with generalised correlations: A path-integral approach

Baron, Joseph W.

March 2022

Trabajo presentado en el IFISC Poster Party (online).-- The IFISC Poster Party is an annual activit...

Photonic delay dynamics emulating spatio-temporal networks: From chimera states to photonic artificial intelligence

Larger, Laurent
Jacquot, Maxime
Maistrenko, Yuri
Brunner, Daniel
Chembo, Kouomou Yanne

April 2018

International audienceDelay dynamics are well known for their infinite dimensional phase space. An a...

Computing using delayed feedback systems: towards photonics

Appeltant, L
Soriano, MC
Van der Sande, G
Danckaert, J
Massar, S
Dambre, Joni
Schrauwen, Benjamin
Mirasso, CR
Fischer, I

January 2012

Reservoir computing has recently been introduced as a new paradigm in the field of machine learning....

Inferring untrained complex dynamics of delay systems using a physics-informed reservoir

Abstract

Extracted data

Inferring untrained complex dynamics of delay systems using a physics-informed reservoir

Abstract

Extracted data

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