Neuromorphic Photonic Integrated Circuits
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Bhavin J. Shastri | Alexander N. Tait | Hsuan-Tung Peng | Thomas Ferreira de Lima | Mitchell A. Nahmias | B. Shastri | A. Tait | M. Nahmias | Hsuan-Tung Peng | T. F. de Lima
[1] Forrest N. Iandola,et al. SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <1MB model size , 2016, ArXiv.
[2] Sae Woo Nam,et al. Superconducting optoelectronic circuits for neuromorphic computing , 2016, ArXiv.
[3] Raktim Haldar,et al. Design of CMOS compatible and compact, thermally-compensated electro-optic modulator based on off-axis microring resonator for dense wavelength division multiplexing applications. , 2014, Optics express.
[4] C. Caves. Quantum limits on noise in linear amplifiers , 1982 .
[5] H. I. Cantu,et al. Delayed Feedback Dynamics of Liénard-Type Resonant Tunneling-Photo-Detector Optoelectronic Oscillators , 2013, IEEE Journal of Quantum Electronics.
[6] Paul R. Prucnal,et al. Demonstration of a silicon photonic neural network , 2016, 2016 IEEE Photonics Society Summer Topical Meeting Series (SUM).
[7] Paul R. Prucnal,et al. An integrated analog O/E/O link for multi-channel laser neurons , 2016 .
[8] J. Danckaert,et al. Solitary and coupled semiconductor ring lasers as optical spiking neurons. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.
[9] Paul R. Prucnal,et al. Recent progress in semiconductor excitable lasers for photonic spike processing , 2016 .
[10] P. Bienstman,et al. Excitation transfer between optically injected microdisk lasers. , 2013, Optics express.
[11] Dimitris Syvridis,et al. Micro ring resonators as building blocks for an all-optical high-speed reservoir-computing bit-pattern-recognition system , 2013 .
[12] Gabriel B. Mindlin,et al. Interspike Time Distribution in Noise Driven Excitable Systems , 1999 .
[13] Giovanni Giacomelli,et al. Andronov bifurcation and excitability in semiconductor lasers with optical feedback , 1997 .
[14] B. Schrauwen,et al. Cascadable excitability in microrings. , 2012, Optics express.
[15] Antonio Hurtado,et al. Controllable spiking patterns in long-wavelength vertical cavity surface emitting lasers for neuromorphic photonics systems , 2015, 1507.08176.
[16] Michael R. Watts,et al. Ultralow-loss silicon ring resonators , 2012 .
[17] Mario Dagenais,et al. Optical injection induced polarization bistability in vertical‐cavity surface‐emitting lasers , 1993 .
[18] J. Danckaert,et al. Excitability in semiconductor microring lasers: Experimental and theoretical pulse characterization , 2010, 1108.3704.
[19] Hans Wenzel,et al. Mechanisms of fast self pulsations in two-section DFB lasers , 1996 .
[20] Thomas Ferreira de Lima,et al. Multi-channel control for microring weight banks. , 2016, Optics express.
[21] Antonio Hurtado,et al. Investigation of vertical cavity surface emitting laser dynamics for neuromorphic photonic systems , 2012 .
[22] L. Chrostowski,et al. Silicon Photonics Design: From Devices to Systems , 2015 .
[23] S. Strogatz. Exploring complex networks , 2001, Nature.
[24] P. Monnier,et al. Fast thermo-optical excitability in a two-dimensional photonic crystal. , 2006, Physical review letters.
[25] Paul R. Prucnal,et al. Progress in neuromorphic photonics , 2017 .
[26] Steve B. Furber,et al. The SpiNNaker Project , 2014, Proceedings of the IEEE.
[27] Tymon Barwicz,et al. Accurate resonant frequency spacing of microring filters without postfabrication trimming , 2006 .
[28] Paul R. Prucnal,et al. Broadcast and Weight: An Integrated Network For Scalable Photonic Spike Processing , 2014, Journal of Lightwave Technology.
[29] Paul R. Prucnal,et al. A receiver-less link for excitable laser neurons: Design and simulation , 2015, 2015 IEEE Summer Topicals Meeting Series (SUM).
[30] Ellen Zhou,et al. Neuromorphic photonic networks using silicon photonic weight banks , 2017, Scientific Reports.
[31] Harald Haas,et al. Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication , 2004, Science.
[32] D. Miller,et al. The role of optics in computing , 2010 .
[33] M. Mohrle,et al. Gigahertz self-pulsation in 1.5 mu m wavelength multisection DFB lasers , 1992, IEEE Photonics Technology Letters.
[34] Miguel A. Larotonda,et al. Experimental investigation on excitability in a laser with a saturable absorber , 2002 .
[35] Wei Pan,et al. Cascadable Neuron-Like Spiking Dynamics in Coupled VCSELs Subject to Orthogonally Polarized Optical Pulse Injection , 2017, IEEE Journal of Selected Topics in Quantum Electronics.
[36] Thomas Ferreira de Lima,et al. Excitable laser processing network node in hybrid silicon: analysis and simulation. , 2015, Optics express.
[37] Alejandro M. Yacomotti,et al. All-optical bistable band-edge Bloch modes in a two-dimensional photonic crystal , 2006 .
[38] J. Danckaert,et al. Optical injection in semiconductor ring lasers , 2009 .
[39] J. Bowers,et al. Hybrid silicon evanescent devices , 2007 .
[40] Serge Massar,et al. All-optical Reservoir Computing , 2012, Optics express.
[41] L. Larger,et al. Optoelectronic reservoir computing: tackling noise-induced performance degradation. , 2013, Optics express.
[42] B Krauskopf,et al. Excitability and coherence resonance in lasers with saturable absorber. , 1999, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.
[43] M. C. Soriano,et al. A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron , 2015, Scientific Reports.
[44] R Kuszelewicz,et al. Relative refractory period in an excitable semiconductor laser. , 2014, Physical review letters.
[45] Jens H. Schmid,et al. Roadmap on silicon photonics , 2016 .
[46] M. Connelly. Wideband semiconductor optical amplifier steady-state numerical model , 2001 .
[47] Ingo Fischer,et al. Dynamics of semiconductor lasers subject to delayed optical feedback: the short cavity regime. , 2001 .
[48] D. Brady,et al. Adaptive optical networks using photorefractive crystals. , 1988, Applied optics.
[49] Ying Li,et al. Simulating the spiking response of VCSEL-based optical spiking neuron , 2018 .
[50] Serge Massar,et al. Fully analogue photonic reservoir computer , 2016, Scientific Reports.
[51] Joseph M. Kahn,et al. Differential pulse-position modulation for power-efficient optical communication , 1999, IEEE Trans. Commun..
[52] Robert W. Keyes,et al. Optical Logic-in the Light of Computer Technology , 1985 .
[53] B Kelleher,et al. Incoherent optical triggering of excitable pulses in an injection-locked semiconductor laser. , 2014, Optics letters.
[54] David A. B. Miller,et al. Perfect optics with imperfect components , 2015 .
[55] Giacomelli,et al. Experimental evidence of coherence resonance in an optical system , 2000, Physical review letters.
[56] L. Gelens,et al. Oscillations and multistability in two semiconductor ring lasers coupled by a single waveguide , 2013 .
[57] R Kuszelewicz,et al. Temporal summation in a neuromimetic micropillar laser. , 2015, Optics letters.
[58] J. Javaloyes,et al. Topological solitons as addressable phase bits in a driven laser , 2014, Nature Communications.
[59] David A. B. Miller. Attojoule Optoelectronics for Low-Energy Information Processing and Communications , 2017, Journal of Lightwave Technology.
[60] Sebastian Wieczorek,et al. Excitability and self-pulsations near homoclinic bifurcations in semiconductor laser systems , 2003 .
[61] Paul R Prucnal,et al. SIMPEL: circuit model for photonic spike processing laser neurons. , 2014, Optics express.
[62] B. Krauskopf,et al. Self-pulsations of lasers with saturable absorber: dynamics and bifurcations , 1999 .
[63] Paul R. Prucnal,et al. Simulations of a graphene excitable laser for spike processing , 2014 .
[64] Benjamin Schrauwen,et al. An experimental unification of reservoir computing methods , 2007, Neural Networks.
[65] Salvador Balle,et al. Excitability and optical pulse generation in semiconductor lasers driven by resonant tunneling diode photo-detectors. , 2013, Optics express.
[66] B. Romeira,et al. Regenerative memory in time-delayed neuromorphic photonic resonators , 2016, Scientific Reports.
[67] Laurent Larger,et al. Photonic nonlinear transient computing with multiple-delay wavelength dynamics. , 2012, Physical review letters.
[68] Yue Tian,et al. Signal feature recognition based on lightwave neuromorphic signal processing. , 2011, Optics letters.
[69] Salvador Balle,et al. Excitable optical waves in semiconductor microcavities. , 2005, Physical review letters.
[70] Daniel Brunner,et al. Parallel photonic information processing at gigabyte per second data rates using transient states , 2013, Nature Communications.
[71] Daan Lenstra,et al. The dynamical complexity of optically injected semiconductor lasers , 2005 .
[72] Yuichi Tohmori,et al. 40 Gbit/s n–i–n InP Mach–Zehnder modulator with a π voltage of 2.2 V , 2003 .
[73] Benjamin Schrauwen,et al. Parallel Reservoir Computing Using Optical Amplifiers , 2011, IEEE Transactions on Neural Networks.
[74] P. R. Prucnal,et al. A Leaky Integrate-and-Fire Laser Neuron for Ultrafast Cognitive Computing , 2013, IEEE Journal of Selected Topics in Quantum Electronics.
[75] Russell Reed,et al. Pruning algorithms-a survey , 1993, IEEE Trans. Neural Networks.
[76] Rüdiger Paschotta,et al. Experimentally confirmed design guidelines for passively Q-switched microchip lasers using semiconductor saturable absorbers , 2001 .
[77] N. Harris,et al. Efficient, compact and low loss thermo-optic phase shifter in silicon. , 2014, Optics express.
[78] Paul R. Prucnal,et al. Spike processing with a graphene excitable laser , 2016, Scientific Reports.
[79] Gary J. Balas,et al. Receding horizon control of an F-16 aircraft: A comparative study , 2006 .
[80] J. Teng,et al. Optically reconfigurable metasurfaces and photonic devices based on phase change materials , 2015, Nature Photonics.
[81] I. Sagnes,et al. Excitability and self-pulsing in a photonic crystal nanocavity , 2012 .
[82] M Giudici,et al. Control of excitable pulses in an injection-locked semiconductor laser. , 2013, Physical review. E, Statistical, nonlinear, and soft matter physics.
[83] Sylvain Barbay,et al. Control of cavity solitons and dynamical states in a monolithic vertical cavity laser with saturable absorber , 2010 .
[84] H. John,et al. Why future supercomputing requires optics , 2010 .
[85] Daan Lenstra,et al. Full length article A unifying view of bifurcations in a semiconductor laser subject to optical injection , 1999 .
[86] M. J. Adams,et al. Dynamics of Polarized Optical Injection in 1550-nm VCSELs: Theory and Experiments , 2011, IEEE Journal of Selected Topics in Quantum Electronics.
[87] B Kelleher,et al. Excitation regeneration in delay-coupled oscillators. , 2010, Physical review. E, Statistical, nonlinear, and soft matter physics.
[88] William J. Dally,et al. GPUs and the Future of Parallel Computing , 2011, IEEE Micro.
[89] Andrea Fiore,et al. Nano-opto-electro-mechanical systems , 2018, Nature Nanotechnology.
[90] Salvador Balle,et al. Experimental evidence of van der Pol-Fitzhugh-Nagumo dynamics in semiconductor optical amplifiers. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.
[91] Yasuhiko Arakawa,et al. Silicon photonics for next generation system integration platform , 2013, IEEE Communications Magazine.
[92] Tamas Vicsek. Complexity: The bigger picture , 2002, Nature.
[93] Paul R. Prucnal,et al. Microring Weight Banks , 2016, IEEE Journal of Selected Topics in Quantum Electronics.
[94] A. Biberman,et al. An ultralow power athermal silicon modulator , 2014, Nature Communications.
[95] Geert Morthier,et al. Experimental demonstration of reservoir computing on a silicon photonics chip , 2014, Nature Communications.
[96] Joni Dambre,et al. Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response. , 2013, Optics express.
[97] J. Bowers,et al. III‐V/silicon photonics for on‐chip and intra‐chip optical interconnects , 2010 .
[98] Miguel C. Soriano,et al. Minimal approach to neuro-inspired information processing , 2015, Front. Comput. Neurosci..
[99] Cristina Masoller,et al. Unveiling the complex organization of recurrent patterns in spiking dynamical systems , 2014, Scientific Reports.
[100] Jie Sun,et al. Open Foundry Platform for High-performance Electronic-photonic Integration References and Links , 2022 .
[101] C. Lynch. Big data: How do your data grow? , 2008, Nature.
[102] M. C. Soriano,et al. Information Processing Using Transient Dynamics of Semiconductor Lasers Subject to Delayed Feedback , 2013, IEEE Journal of Selected Topics in Quantum Electronics.
[103] P. Prucnal,et al. NEUROMORPHIC PHOTONICS , 2017 .
[104] Sylvain Barbay,et al. Excitability in a semiconductor laser with saturable absorber. , 2011, Optics letters.
[105] Paul R. Prucnal,et al. Continuous Calibration of Microring Weights for Analog Optical Networks , 2016, IEEE Photonics Technology Letters.
[106] S. Bischoff,et al. Analytical expression for the bit error rate of cascaded all-optical regenerators , 2003, IEEE Photonics Technology Letters.
[107] Neil Mathur,et al. Nanotechnology: Beyond the silicon roadmap , 2002, Nature.
[108] M Radziunas,et al. Excitability of a semiconductor laser by a two-mode homoclinic bifurcation. , 2001, Physical review letters.
[109] Anthony N. Burkitt,et al. Analysis of Integrate-and-Fire Neurons: Synchronization of Synaptic Input and Spike Output , 1999, Neural Computation.
[110] Daan Lenstra,et al. Multipulse excitability in a semiconductor laser with optical injection. , 2002, Physical review letters.
[111] Mindaugas Radziunas,et al. Excitability of lasers with integrated dispersive reflector , 2001, SPIE OPTO.
[112] B Kelleher,et al. Excitability in optically injected semiconductor lasers: contrasting quantum-well- and quantum-dot-based devices. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.
[113] L Pesquera,et al. Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing. , 2012, Optics express.
[114] Mahmut T. Kandemir,et al. Leakage Current: Moore's Law Meets Static Power , 2003, Computer.
[115] J. Manyika. Big data: The next frontier for innovation, competition, and productivity , 2011 .
[116] Benjamin Schrauwen,et al. Optoelectronic Reservoir Computing , 2011, Scientific Reports.
[117] Cristina Masoller,et al. Effects of periodic forcing on the temporally correlated spikes of a semiconductor laser with feedback. , 2015, Optics express.
[118] Rahul Sarpeshkar,et al. Analog Versus Digital: Extrapolating from Electronics to Neurobiology , 1998, Neural Computation.
[119] D Goulding,et al. Excitability in a quantum dot semiconductor laser with optical injection. , 2007, Physical review letters.
[120] L. Appeltant,et al. Information processing using a single dynamical node as complex system , 2011, Nature communications.
[121] Antonio Hurtado,et al. Optical neuron using polarisation switching in a 1550nm-VCSEL. , 2010, Optics express.
[122] Kaushik Roy,et al. An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain , 2017, ArXiv.