Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems
Fuente:
arXiv
Guardado en:
| Autores principales: | Hejda, Matěj, Doris, Eli A., Bilodeau, Simon, Robertson, Joshua, Owen-Newns, Dafydd, Shastri, Bhavin J., Prucnal, Paul R., Hurtado, Antonio |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing
por: Zhang, Weikang, et al.
Publicado: (2024)
por: Zhang, Weikang, et al.
Publicado: (2024)
A spiking photonic neural network of 40.000 neurons, trained with rank-order coding for leveraging sparsity
por: Talukder, Ria, et al.
Publicado: (2024)
por: Talukder, Ria, et al.
Publicado: (2024)
DelGrad: Exact event-based gradients for training delays and weights on spiking neuromorphic hardware
por: Göltz, Julian, et al.
Publicado: (2024)
por: Göltz, Julian, et al.
Publicado: (2024)
Adding numbers with spiking neural circuits on neuromorphic hardware: A building block for future hybrid systems
por: von Seeler, Oskar, et al.
Publicado: (2025)
por: von Seeler, Oskar, et al.
Publicado: (2025)
Scalable neuromorphic computing from autonomous spiking dynamics in a clockless reconfigurable chip
por: Gomes, Eric Oliveira, et al.
Publicado: (2026)
por: Gomes, Eric Oliveira, et al.
Publicado: (2026)
Pattern recognition using spiking antiferromagnetic neurons
por: Bradley, Hannah, et al.
Publicado: (2023)
por: Bradley, Hannah, et al.
Publicado: (2023)
High-Speed Time Series Prediction with a GHz-rate Photonic Spiking Neural Network built with a single VCSEL
por: Owen-Newns, Dafydd, et al.
Publicado: (2024)
por: Owen-Newns, Dafydd, et al.
Publicado: (2024)
DYNAP-SE2: a scalable multi-core dynamic neuromorphic asynchronous spiking neural network processor
por: Richter, Ole, et al.
Publicado: (2023)
por: Richter, Ole, et al.
Publicado: (2023)
Online training and pruning of multi-wavelength photonic neural networks
por: Zhang, Jiawei, et al.
Publicado: (2024)
por: Zhang, Jiawei, et al.
Publicado: (2024)
Online training and pruning of multi‐wavelength photonic neural networks
por: Jiawei Zhang, et al.
Publicado: (2025)
por: Jiawei Zhang, et al.
Publicado: (2025)
When Spiking neural networks meet temporal attention image decoding and adaptive spiking neuron
por: Qiu, Xuerui, et al.
Publicado: (2024)
por: Qiu, Xuerui, et al.
Publicado: (2024)
Fast gradient-free activation maximization for neurons in spiking neural networks
por: Pospelov, Nikita, et al.
Publicado: (2023)
por: Pospelov, Nikita, et al.
Publicado: (2023)
CMOS-based area-and-power-efficient neuron and synapse circuits for time-domain analog spiking neural networks
por: Chen, Xiangyu, et al.
Publicado: (2022)
por: Chen, Xiangyu, et al.
Publicado: (2022)
Emulating insect brains for neuromorphic navigation
por: Schreiber, Korbinian, et al.
Publicado: (2023)
por: Schreiber, Korbinian, et al.
Publicado: (2023)
SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing
por: Hejda, Matěj, et al.
Publicado: (2025)
por: Hejda, Matěj, et al.
Publicado: (2025)
Equivalence of approximation by networks of single- and multi-spike neurons
por: Dold, Dominik, et al.
Publicado: (2026)
por: Dold, Dominik, et al.
Publicado: (2026)
Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes
por: Pastorelli, Elena, et al.
Publicado: (2023)
por: Pastorelli, Elena, et al.
Publicado: (2023)
Real-time processing of analog signals on accelerated neuromorphic hardware
por: Stradmann, Yannik, et al.
Publicado: (2026)
por: Stradmann, Yannik, et al.
Publicado: (2026)
Continuous signal sparse encoding using analog neuromorphic variability
por: Costa, Filippo, et al.
Publicado: (2025)
por: Costa, Filippo, et al.
Publicado: (2025)
Integrating programmable plasticity in experiment descriptions for analog neuromorphic hardware
por: Spilger, Philipp, et al.
Publicado: (2024)
por: Spilger, Philipp, et al.
Publicado: (2024)
Fig Tree-Wasp Symbiotic Coevolutionary Optimization Algorithm
por: Kulkarni, Anand J, et al.
Publicado: (2025)
por: Kulkarni, Anand J, et al.
Publicado: (2025)
Algorithm-hardware co-design of neuromorphic networks with dual memory pathways
por: Sun, Pengfei, et al.
Publicado: (2025)
por: Sun, Pengfei, et al.
Publicado: (2025)
STCSNN: High energy efficiency spike-train level spiking neural networks with spatio-temporal conversion
por: Xu, Changqing, et al.
Publicado: (2023)
por: Xu, Changqing, et al.
Publicado: (2023)
Resonate-and-Fire Photonic-Electronic Spiking Neurons for Fast and Efficient Light-Enabled Neuromorphic Processing Systems
por: Adair, Andrew, et al.
Publicado: (2025)
por: Adair, Andrew, et al.
Publicado: (2025)
Quantum memristors for neuromorphic quantum machine learning
por: Lamata, Lucas
Publicado: (2024)
por: Lamata, Lucas
Publicado: (2024)
Parallel nonlinear neuromorphic computing with temporal encoding
por: You, Guangfeng, et al.
Publicado: (2025)
por: You, Guangfeng, et al.
Publicado: (2025)
Von Economo neurons enable reliable social skill acquisition in recurrent spiking neural networks: a computational account with clinical predictions
por: Keskin, Esila
Publicado: (2026)
por: Keskin, Esila
Publicado: (2026)
AR-LIF: Adaptive reset leaky integrate-and-fire neuron for spiking neural networks
por: Huang, Zeyu, et al.
Publicado: (2025)
por: Huang, Zeyu, et al.
Publicado: (2025)
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware
por: Quintana, Fernando M., et al.
Publicado: (2023)
por: Quintana, Fernando M., et al.
Publicado: (2023)
SENMAP: Multi-objective data-flow mapping and synthesis for hybrid scalable neuromorphic systems
por: Nembhani, Prithvish V, et al.
Publicado: (2025)
por: Nembhani, Prithvish V, et al.
Publicado: (2025)
Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end
por: Rastogi, Shavika, et al.
Publicado: (2023)
por: Rastogi, Shavika, et al.
Publicado: (2023)
Nonlinear dynamics in neuromorphic photonic networks: physical simulation in Verilog-A
por: Morison, Hugh, et al.
Publicado: (2024)
por: Morison, Hugh, et al.
Publicado: (2024)
Reproduction of AdEx dynamics on neuromorphic hardware through data embedding and simulation-based inference
por: Huhle, Jakob, et al.
Publicado: (2024)
por: Huhle, Jakob, et al.
Publicado: (2024)
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices
por: Fra, Vittorio, et al.
Publicado: (2024)
por: Fra, Vittorio, et al.
Publicado: (2024)
Photonic neuromorphic processing with coupled spiking silicon microrings
por: Donati, Giovanni, et al.
Publicado: (2026)
por: Donati, Giovanni, et al.
Publicado: (2026)
A survey on learning models of spiking neural membrane systems and spiking neural networks
por: Paul, Prithwineel, et al.
Publicado: (2024)
por: Paul, Prithwineel, et al.
Publicado: (2024)
A neuromorphic continuous soil monitoring system for precision irrigation
por: Tincani, Mirco, et al.
Publicado: (2025)
por: Tincani, Mirco, et al.
Publicado: (2025)
Combined spatially and temporally multiplexed photonic reservoir computer with a diffractively coupled VCSEL-array
por: Robertson, Joshua, et al.
Publicado: (2026)
por: Robertson, Joshua, et al.
Publicado: (2026)
Waves and symbols in neuromorphic hardware: from analog signal processing to digital computing on the same computational substrate
por: Zendrikov, Dmitrii, et al.
Publicado: (2025)
por: Zendrikov, Dmitrii, et al.
Publicado: (2025)
Scale-covariant spiking wavelets
por: Pedersen, Jens Egholm, et al.
Publicado: (2026)
por: Pedersen, Jens Egholm, et al.
Publicado: (2026)
Ejemplares similares
-
Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing
por: Zhang, Weikang, et al.
Publicado: (2024) -
A spiking photonic neural network of 40.000 neurons, trained with rank-order coding for leveraging sparsity
por: Talukder, Ria, et al.
Publicado: (2024) -
DelGrad: Exact event-based gradients for training delays and weights on spiking neuromorphic hardware
por: Göltz, Julian, et al.
Publicado: (2024) -
Adding numbers with spiking neural circuits on neuromorphic hardware: A building block for future hybrid systems
por: von Seeler, Oskar, et al.
Publicado: (2025) -
Scalable neuromorphic computing from autonomous spiking dynamics in a clockless reconfigurable chip
por: Gomes, Eric Oliveira, et al.
Publicado: (2026)