Hybrid photonic integrated circuits for neuromorphic computing [Invited]

Hybrid photonic integrated circuits for neuromorphic computing [Invited]

The burgeoning of artificial intelligence has brought great convenience to people’s lives as large-scale computational models have emerged. Artificial intelligence-related applications, such as autonomous driving, medical diagnosis, and speech recognition, have experienced remarkable progress in rec...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Xu, R, Taheriniya, S, Ovvyan, AP, Bankwitz, JR, McRae, L, Jung, E, Brückerhoff-Plückelmann, F, Bente, I, Lenzini, F, Bhaskaran, H, Pernice, WHP
Formáid:	Journal article
Teanga:	English
Foilsithe / Cruthaithe:	Optica Publishing Group 2023

Míreanna comhchosúla

Integrated optical pattern generation on thin-film lithium niobate with electro-optic modulators and phase-change material cells
de réir: Bente, I, et al.
Foilsithe / Cruthaithe: (2023)

Chalcogenide phase-change devices for neuromorphic photonic computing
de réir: Brueckerhoff-Plueckelmann, F, et al.
Foilsithe / Cruthaithe: (2021)

Scalable non-volatile tuning of photonic computational memories by automated silicon ion implantation
de réir: Varri, A, et al.
Foilsithe / Cruthaithe: (2023)

Photonics for artificial intelligence and neuromorphic computing
de réir: Shastri, BJ, et al.
Foilsithe / Cruthaithe: (2021)

Scalable non-volatile tuning of photonic computational memories by automated silicon ion implantation (Adv. Mater. 8/2024)
de réir: Varri, A, et al.
Foilsithe / Cruthaithe: (2024)

An integrated photonics engine for unsupervised correlation detection
de réir: Ghazi Sarwat, S, et al.
Foilsithe / Cruthaithe: (2022)

Artificial biphasic synapses based on nonvolatile phase‐change photonic memory cells
de réir: Zhou, W, et al.
Foilsithe / Cruthaithe: (2022)

A large scale photonic matrix processor enabled by charge accumulation
de réir: Brückerhoff-Plückelmann Frank, et al.
Foilsithe / Cruthaithe: (2022-10-01)

Event-driven adaptive optical neural network
de réir: Brückerhoff-Plückelmann, F, et al.
Foilsithe / Cruthaithe: (2023)

Broadband photonic tensor core with integrated ultra-low crosstalk wavelength multiplexers
de réir: Brückerhoff-Plückelmann, F, et al.
Foilsithe / Cruthaithe: (2022)

Broadband photonic tensor core with integrated ultra-low crosstalk wavelength multiplexers
de réir: Brückerhoff-Plückelmann Frank, et al.
Foilsithe / Cruthaithe: (2022-02-01)

Probabilistic photonic computing with chaotic light
de réir: Brückerhoff-Plückelmann, F, et al.
Foilsithe / Cruthaithe: (2024)

Partial coherence enhances parallelized photonic computing
de réir: Dong, B, et al.
Foilsithe / Cruthaithe: (2024)

Emergent Self‐Adaptation in an Integrated Photonic Neural Network for Backpropagation‐Free Learning
de réir: Alessio Lugnan, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Probabilistic photonic computing with chaotic light
de réir: Frank Brückerhoff-Plückelmann, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Neuromorphic Photonics Circuits: Contemporary Review
de réir: Ruslan V. Kutluyarov, et al.
Foilsithe / Cruthaithe: (2023-12-01)

Neuromorphic photonic circuit modeling in Verilog-A
de réir: Jagmeet Singh, et al.
Foilsithe / Cruthaithe: (2022-04-01)

Integrated photonic neuromorphic computing: opportunities and challenges
de réir: Farmakidis, N, et al.
Foilsithe / Cruthaithe: (2024)

Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications
de réir: Carrillo, S, et al.
Foilsithe / Cruthaithe: (2019)

Partial coherence enhances parallelized photonic computing
de réir: Dong, B, et al.
Foilsithe / Cruthaithe: (2024)

Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications
de réir: Santiago G.-C. Carrillo, et al.
Foilsithe / Cruthaithe: (2019-09-01)

Integrated 256 cell photonic phase-change memory with 512-bit capacity
de réir: Feldmann, J, et al.
Foilsithe / Cruthaithe: (2019)

Photonic Integrated Circuits for NGPON2 ONU Transceivers (Invited)
de réir: Cátia Pinho, et al.
Foilsithe / Cruthaithe: (2020-06-01)

Single-photon detection and cryogenic reconfigurability in lithium niobate nanophotonic circuits
de réir: Emma Lomonte, et al.
Foilsithe / Cruthaithe: (2021-11-01)

General design flow for waveguide Bragg gratings
de réir: Brückerhoff-Plückelmann Frank, et al.
Foilsithe / Cruthaithe: (2025-01-01)

Progress in neuromorphic photonics
de réir: Ferreira de Lima Thomas, et al.
Foilsithe / Cruthaithe: (2017-03-01)

Experimental investigation of silicon and silicon nitride platforms for phase change photonic in-memory computing
de réir: Li, X, et al.
Foilsithe / Cruthaithe: (2020)

All-photonic in-memory computing based on phase-change materials
de réir: Rios, C, et al.
Foilsithe / Cruthaithe: (2019)

A plasmonically enhanced route to faster and more energy-efficient phase-change integrated photonic memory and computing devices
de réir: Gemo, E, et al.
Foilsithe / Cruthaithe: (2021)

Phase-change materials for energy-efficient photonic memory and computing
de réir: Zhou, W, et al.
Foilsithe / Cruthaithe: (2022)

Grand challenges in neuromorphic photonics and photonic computing
de réir: Francesco Morichetti
Foilsithe / Cruthaithe: (2024-01-01)

Photonic and optoelectronic neuromorphic computing
de réir: L. El Srouji, et al.
Foilsithe / Cruthaithe: (2022-05-01)

Monadic Pavlovian associative learning in a backpropagation-free photonic network
de réir: Tan, JYS, et al.
Foilsithe / Cruthaithe: (2022)

Neuromorphic silicon neuron circuits
de réir: Giacomo eIndiveri, et al.
Foilsithe / Cruthaithe: (2011-05-01)

Photonic non-volatile memories using phase change materials
de réir: Pernice, W, et al.
Foilsithe / Cruthaithe: (2012)

Advanced photonic integrated circuit building blocks for reconfigurability in hyperscale data centres - INVITED
de réir: Pitwon Richard, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Scalable high-precision trimming of photonic resonances by polymer exposure to energetic beams
de réir: Farmakidis, N, et al.
Foilsithe / Cruthaithe: (2023)

Photonic multiplexing techniques for neuromorphic computing
de réir: Bai Yunping, et al.
Foilsithe / Cruthaithe: (2023-01-01)

Photonic neuromorphic technologies in optical communications
de réir: Argyris Apostolos
Foilsithe / Cruthaithe: (2022-01-01)

A large scale photonic matrix processor enabled by charge accumulation
de réir: Brueckerhoff-Plueckelmann, F, et al.
Foilsithe / Cruthaithe: (2022)