Memory in linear recurrent neural networks in continuous time
type: Item
instance of: scholarly article
title: Memory in linear recurrent neural networks in continuous time
zbMATH Open document ID: 1396.68093
author: Michiel Hermans
author: Benjamin Schrauwen
published in: Neural Networks
publication date: 2018-09-27T00:00:00Z
Mathematics Subject Classification ID: 68T05
Mathematics Subject Classification ID: 68Q05
Mathematics Subject Classification ID: 68Q10
zbMATH DE Number: 6944368
zbMATH Keywords: reservoir computing
zbMATH Keywords: continuous time
zbMATH Keywords: memory function
zbMATH Keywords: linear dynamics
zbMATH Keywords: recurrent neural networks
MaRDI profile type: Publication
full work available at URL: j.neunet.2009.08.008
OpenAlex ID: W2062004915
Wikidata QID: Q39900109
cites work: Real-Time Computation at the Edge of Chaos in Recurrent Neural Networks
cites work: Spiking Neuron Models
cites work: Neural networks and physical systems with emergent collective computational abilities.
cites work: Optimization and applications of echo state networks with leaky- integrator neurons
cites work: Principal component analysis.
cites work: Edge of chaos and prediction of computational performance for neural circuit models
cites work: On the computational power of circuits of spiking neurons
cites work: Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations
cites work: Analysis and Design of Echo State Networks
cites work: Q4400449
cites work: Q4125663
DOI: 10.1016/J.NEUNET.2009.08.008
Recommended article: Memory and forecasting capacities of nonlinear recurrent networks
Recommended article: Neural networks with memory
Recommended article: Associative memory by recurrent neural networks with delay elements
Recommended article: Q6116921
Recommended article: Q4844622
Recommended article: Learning Beyond Finite Memory in Recurrent Networks of Spiking Neurons
Recommended article: Q4000316
Recommended article: Q3997941
Recommended article: LINEAR PROGRAMMING AND RECURRENT ASSOCIATIVE MEMORIES
description: scientific article; zbMATH DE number 6944368