Cover Image

Multi-Task Wavelength-Multiplexed Reservoir Computing Using a Silicon Microring Resonator

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Castro, Bernard J. Giron, Peucheret, Christophe, Zibar, Darko, Da Ros, Francesco
Format:	Preprint
Published:	2023
Subjects:	Neural and Evolutionary Computing Emerging Technologies Machine Learning Optics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multi-task Photonic Reservoir Computing: Wavelength Division Multiplexing for Parallel Computing with a Silicon Microring Resonator
by: Castro, Bernard J. Giron, et al.
Published: (2024)

Effects of cavity nonlinearities and linear losses on silicon microring-based reservoir computing
by: Castro, Bernard J. Giron, et al.
Published: (2023)

Memory Capacity Analysis of Time-delay Reservoir Computing Based on Silicon Microring Resonator Nonlinearities
by: Castro, Bernard J. Giron, et al.
Published: (2024)

SEPhIA: <1 laser/neuron Spiking Electro-Photonic Integrated Multi-Tiled Architecture for Scalable Optical Neuromorphic Computing
by: Hejda, Matěj, et al.
Published: (2025)

Efficient Optimisation of Physical Reservoir Computers using only a Delayed Input
by: Picco, Enrico, et al.
Published: (2024)

Towards Reverse-Engineering the Brain: Brain-Derived Neuromorphic Computing Approach with Photonic, Electronic, and Ionic Dynamicity in 3D integrated circuits
by: Yoo, S. J. Ben, et al.
Published: (2024)

A 262 TOPS Hyperdimensional Photonic AI Accelerator powered by a Si3N4 microcomb laser
by: Pappas, Christos, et al.
Published: (2025)

Digital-analog hybrid matrix multiplication processor for optical neural networks
by: Meng, Xiansong, et al.
Published: (2024)

Genetically programmable optical random neural networks
by: Çarpınlıoğlu, Bora, et al.
Published: (2024)

ADEPT-Z: Zero-Shot Automated Circuit Topology Search for Pareto-Optimal Photonic Tensor Cores
by: Jiang, Ziyang, et al.
Published: (2024)

Computing with Living Neurons: Chaos-Controlled Reservoir Computing with Knowledge Transplant
by: Kim, Seung Hyun, et al.
Published: (2026)

Beyond Silicon: Materials, Mechanisms, and Methods for Physical Neural Computing
by: Fischer, Stefan, et al.
Published: (2026)

On when is Reservoir Computing with Cellular Automata Beneficial?
by: Glover, Tom, et al.
Published: (2024)

Insect-Wing Structured Microfluidic System for Reservoir Computing
by: Clouse, Jacob, et al.
Published: (2025)

Reservoir Computing Benchmarks: a tutorial review and critique
by: Wringe, Chester, et al.
Published: (2024)

Preprocessing Methods for Memristive Reservoir Computing for Image Recognition
by: Daniels, Rishona, et al.
Published: (2025)

Ultrafast single-channel machine vision based on neuro-inspired photonic computing
by: Yamaguchi, Tomoya, et al.
Published: (2023)

Neuromorphic Computing - An Overview
by: Jung, Benedikt, et al.
Published: (2025)

Memristor-Based Spiking Neural Network Accelerator for Bio-inspired Interception Task
by: Qu, Qianhou, et al.
Published: (2026)

Quantum-limited stochastic optical neural networks operating at a few quanta per activation
by: Ma, Shi-Yuan, et al.
Published: (2023)

Optical Transformers
by: Anderson, Maxwell G., et al.
Published: (2023)

A Comparative Analysis of Microrings Based Incoherent Photonic GEMM Accelerators
by: Vatsavai, Sairam Sri, et al.
Published: (2024)

A Microring as a Reservoir Computing Node: Memory/Nonlinear Tasks and Effect of Input Non-ideality
by: Bazzanella, Davide, et al.
Published: (2022)

Training Coupled Phase Oscillators as a Neuromorphic Platform using Equilibrium Propagation
by: Wang, Qingshan, et al.
Published: (2024)

A spiking photonic neural network of 40.000 neurons, trained with rank-order coding for leveraging sparsity
by: Talukder, Ria, et al.
Published: (2024)

A Ferroelectric Tunnel Junction-based Integrate-and-Fire Neuron
by: Gibertini, Paolo, et al.
Published: (2022)

Visualising the Attractor Landscape of Neural Cellular Automata
by: Stovold, James, et al.
Published: (2026)

The Conquest of Quantum Genetic Algorithms: The Adventure to Cross the Valley of Death
by: Lahoz-Beltra, Rafael
Published: (2023)

Stability and Geometry of Attractors in Neural Cellular Automata
by: Kvalsund, Mia-Katrin, et al.
Published: (2026)

NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
by: Pande, Shubham, et al.
Published: (2024)

Haptic in-sensor computing device made of carbon nanotube-polydimethylsiloxane nanocomposites
by: Kimizuka, Kouki, et al.
Published: (2024)

Biologically-Informed Excitatory and Inhibitory Balance for Robust Spiking Neural Network Training
by: Kilgore, Joseph A., et al.
Published: (2024)

The Reliability Issue in ReRam-based CIM Architecture for SNN: A Survey
by: Chen, Wei-Ting
Published: (2024)

Efficient Memristive Spiking Neural Networks Architecture with Supervised In-Situ STDP Method
by: Prajapati, Santlal, et al.
Published: (2025)

Pipelining Kruskal's: A Neuromorphic Approach for Minimum Spanning Tree
by: Chong, Yee Hin, et al.
Published: (2025)

Lagrange Oscillatory Neural Networks for Constraint Satisfaction and Optimization
by: Delacour, Corentin, et al.
Published: (2025)

To Spike or Not to Spike, that is the Question
by: Takaghaj, Sanaz Mahmoodi, et al.
Published: (2024)

Practical design and performance of physical reservoir computing using hysteresis
by: Yamada, Yuhei
Published: (2025)

ViT-LCA: A Neuromorphic Approach for Vision Transformers
by: Takaghaj, Sanaz Mahmoodi
Published: (2024)

A neuromorphic continuous soil monitoring system for precision irrigation
by: Tincani, Mirco, et al.
Published: (2025)