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Terrien S, Krauskopf B, Broderick NGR, Pammi VA, Braive R, Sagnes I, Beaudoin G, Pantzas K, Barbay S. Merging and disconnecting resonance tongues in a pulsing excitable microlaser with delayed optical feedback. CHAOS (WOODBURY, N.Y.) 2023; 33:023142. [PMID: 36859235 DOI: 10.1063/5.0124693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 01/26/2023] [Indexed: 06/18/2023]
Abstract
Excitability, encountered in numerous fields from biology to neurosciences and optics, is a general phenomenon characterized by an all-or-none response of a system to an external perturbation of a given strength. When subject to delayed feedback, excitable systems can sustain multistable pulsing regimes, which are either regular or irregular time sequences of pulses reappearing every delay time. Here, we investigate an excitable microlaser subject to delayed optical feedback and study the emergence of complex pulsing dynamics, including periodic, quasiperiodic, and irregular pulsing regimes. This work is motivated by experimental observations showing these different types of pulsing dynamics. A suitable mathematical model, written as a system of delay differential equations, is investigated through an in-depth bifurcation analysis. We demonstrate that resonance tongues play a key role in the emergence of complex dynamics, including non-equidistant periodic pulsing solutions and chaotic pulsing. The structure of resonance tongues is shown to depend very sensitively on the pump parameter. Successive saddle transitions of bounding saddle-node bifurcations constitute a merging process that results in unexpectedly large regions of locked dynamics, which subsequently disconnect from the relevant torus bifurcation curve; the existence of such unconnected regions of periodic pulsing is in excellent agreement with experimental observations. As we show, the transition to unconnected resonance regions is due to a general mechanism: the interaction of resonance tongues locally at an extremum of the rotation number on a torus bifurcation curve. We present and illustrate the two generic cases of disconnecting and disappearing resonance tongues. Moreover, we show how a pair of a maximum and a minimum of the rotation number appears naturally when two curves of torus bifurcation undergo a saddle transition (where they connect differently).
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Affiliation(s)
- Soizic Terrien
- Laboratoire d'Acoustique de l'Université du Mans (LAUM), UMR 6613, Institut d'Acoustique - Graduate School (IA-GS), CNRS, Le Mans Université, Le Mans, France
| | - Bernd Krauskopf
- Department of Mathematics and Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Neil G R Broderick
- Department of Physics and Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
| | - Venkata A Pammi
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Rémy Braive
- Université Paris-Saclay, Université Paris Cité, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France and Institut Universitaire de France, Paris, France
| | - Isabelle Sagnes
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Grégoire Beaudoin
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Konstantinos Pantzas
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
| | - Sylvain Barbay
- Université Paris-Saclay, CNRS, Centre de Nanosciences et de Nanotechnologies, 91120 Palaiseau, France
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Laing CR, Krauskopf B. Theta neuron subject to delayed feedback: a prototypical model for self-sustained pulsing. Proc Math Phys Eng Sci 2022. [DOI: 10.1098/rspa.2022.0292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
We consider a single theta neuron with delayed self-feedback in the form of a Dirac delta function in time. Because the dynamics of a theta neuron on its own can be solved explicitly—it is either excitable or shows self-pulsations—we are able to derive algebraic expressions for the existence and stability of the periodic solutions that arise in the presence of feedback. These periodic solutions are characterized by one or more equally spaced pulses per delay interval, and there is an increasing amount of multistability with increasing delay time. We present a complete description of where these self-sustained oscillations can be found in parameter space; in particular, we derive explicit expressions for the loci of their saddle-node bifurcations. We conclude that the theta neuron with delayed self-feedback emerges as a prototypical model: it provides an analytical basis for understanding pulsating dynamics observed in other excitable systems subject to delayed self-coupling.
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Affiliation(s)
- Carlo R. Laing
- School of Natural and Computational Sciences Massey University, Private Bag 102-904, North Shore Mail Centre, Auckland 0745, New Zealand
| | - Bernd Krauskopf
- Department of Mathematics, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand
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Wedgwood KCA, Słowiński P, Manson J, Tsaneva-Atanasova K, Krauskopf B. Robust spike timing in an excitable cell with delayed feedback. J R Soc Interface 2021; 18:20210029. [PMID: 33849329 DOI: 10.1098/rsif.2021.0029] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The initiation and regeneration of pulsatile activity is a ubiquitous feature observed in excitable systems with delayed feedback. Here, we demonstrate this phenomenon in a real biological cell. We establish a critical role of the delay resulting from the finite propagation speed of electrical impulses in the emergence of persistent multiple-spike patterns. We predict the coexistence of a number of such patterns in a mathematical model and use a biological cell subject to dynamic clamp to confirm our predictions in a living mammalian system. Given the general nature of our mathematical model and experimental system, we believe that our results capture key hallmarks of physiological excitability that are fundamental to information processing.
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Affiliation(s)
- Kyle C A Wedgwood
- Living Systems Institute and Department of Mathematics, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Stocker Road, Exeter EX4 4QD, UK
| | - Piotr Słowiński
- Living Systems Institute and Department of Mathematics, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Stocker Road, Exeter EX4 4QD, UK
| | - James Manson
- Living Systems Institute and Department of Mathematics, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Stocker Road, Exeter EX4 4QD, UK
| | - Krasimira Tsaneva-Atanasova
- Living Systems Institute and Department of Mathematics, College of Engineering, Mathematics and Physical Sciences, University of Exeter, Stocker Road, Exeter EX4 4QD, UK.,Institute for Advanced Study, Technical University of Munich, Lichtenbergstrasse 2 a, 85748 Garching, Germany.,Department of Bioinformatics and Mathematical Modelling, Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences, 105 Acad. G. Bonchev Str., 1113 Sofia, Bulgaria
| | - Bernd Krauskopf
- Department of Mathematics, University of Auckland, Auckland 1010, New Zealand.,Dodd-Walls Centre for Photonic and Quantum Technologies, Dunedin 9054, New Zealand
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Terrien S, Pammi VA, Krauskopf B, Broderick NGR, Barbay S. Pulse-timing symmetry breaking in an excitable optical system with delay. Phys Rev E 2021; 103:012210. [PMID: 33601571 DOI: 10.1103/physreve.103.012210] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 11/10/2020] [Indexed: 06/12/2023]
Abstract
Excitable systems with delayed feedback are important in areas from biology to neuroscience and optics. They sustain multistable pulsing regimes with different numbers of equidistant pulses in the feedback loop. Experimentally and theoretically, we report on the pulse-timing symmetry breaking of these regimes in an optical system. A bifurcation analysis unveils that this originates in a resonance phenomenon and that symmetry-broken states are stable in large regions of the parameter space. These results have impact in photonics for, e.g., optical computing and versatile sources of optical pulses.
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Affiliation(s)
- Soizic Terrien
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Venkata A Pammi
- Université Paris-Saclay, Centre National de la Recherche Scientifique, Centre de Nanosciences et de Nanotechnologies, Palaiseau, France
| | - Bernd Krauskopf
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Neil G R Broderick
- The Dodd-Walls Centre for Photonic and Quantum Technologies, The University of Auckland, New Zealand
| | - Sylvain Barbay
- Université Paris-Saclay, Centre National de la Recherche Scientifique, Centre de Nanosciences et de Nanotechnologies, Palaiseau, France
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Ruschel S, Krauskopf B, Broderick NGR. The limits of sustained self-excitation and stable periodic pulse trains in the Yamada model with delayed optical feedback. CHAOS (WOODBURY, N.Y.) 2020; 30:093101. [PMID: 33003905 DOI: 10.1063/5.0007758] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 08/11/2020] [Indexed: 06/11/2023]
Abstract
We consider the Yamada model for an excitable or self-pulsating laser with saturable absorber and study the effects of delayed optical self-feedback in the excitable case. More specifically, we are concerned with the generation of stable periodic pulse trains via repeated self-excitation after passage through the delayed feedback loop and their bifurcations. We show that onset and termination of such pulse trains correspond to the simultaneous bifurcation of countably many fold periodic orbits with infinite period in this delay differential equation. We employ numerical continuation and the concept of reappearance of periodic solutions to show that these bifurcations coincide with codimension-two points along families of connecting orbits and fold periodic orbits in a related advanced differential equation. These points include heteroclinic connections between steady states and homoclinic bifurcations with non-hyperbolic equilibria. Tracking these codimension-two points in parameter space reveals the critical parameter values for the existence of periodic pulse trains. We use the recently developed theory of temporal dissipative solitons to infer necessary conditions for the stability of such pulse trains.
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Affiliation(s)
- Stefan Ruschel
- Department of Mathematics, The University of Auckland, Auckland 1142, New Zealand
| | - Bernd Krauskopf
- Department of Mathematics, The University of Auckland, Auckland 1142, New Zealand
| | - Neil G R Broderick
- Dodd-Walls Centre for Photonic and Quantum Technologies, Dunedin 9054, New Zealand
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Dolcemascolo A, Miazek A, Veltz R, Marino F, Barland S. Effective low-dimensional dynamics of a mean-field coupled network of slow-fast spiking lasers. Phys Rev E 2020; 101:052208. [PMID: 32575292 DOI: 10.1103/physreve.101.052208] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Accepted: 04/05/2020] [Indexed: 06/11/2023]
Abstract
Low-dimensional dynamics of large networks is the focus of many theoretical works, but controlled laboratory experiments are comparatively very few. Here, we discuss experimental observations on a mean-field coupled network of hundreds of semiconductor lasers, which collectively display effectively low-dimensional mixed mode oscillations and chaotic spiking typical of slow-fast systems. We demonstrate that such a reduced dimensionality originates from the slow-fast nature of the system and of the existence of a critical manifold of the network where most of the dynamics takes place. Experimental measurement of the bifurcation parameter for different network sizes corroborates the theory.
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Affiliation(s)
- A Dolcemascolo
- Université Côte d'Azur, CNRS, INPHYNI, 1361 Route des Lucioles, 06560 Valbonne, France
| | - A Miazek
- Université Côte d'Azur, CNRS, INPHYNI, 1361 Route des Lucioles, 06560 Valbonne, France
| | - R Veltz
- Inria Sophia Antipolis, MathNeuro Team, 2004 Route des Lucioles - BP93, 06902 Sophia Antipolis, France
| | - F Marino
- CNR-Istituto Nazionale di Ottica and INFN, Sez. di Firenze, Via Sansone 1, I-50019 Sesto Fiorentino (FI), Italy
| | - S Barland
- Université Côte d'Azur, CNRS, INPHYNI, 1361 Route des Lucioles, 06560 Valbonne, France
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