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Liquid state machine

Known as: LSM, Liquid State Machines, Liquid-state machine 
A liquid state machine (LSM) is a particular kind of spiking neural network. An LSM consists of a large collection of units (called nodes, or neurons… 
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Related topics

Related topics

10 relations
Computational neuroscienceComputer visionDeep learningEcho state network

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Improving liquid state machine in temporal pattern classification
Liquid State Machine (LSM) is a biologically plausible neural network model for real-time computing on time-varying inputs, which… 
2017
2017
A Spike-Timing Neuromorphic Architecture
Unlike general purpose computer architectures that are comprised of complex processor cores and sequential computation, the brain… 
2016
2016
Digital neuromorphic design of a Liquid State Machine for real-time processing
The Liquid State Machine (LSM) is a form of reservoir computing which emulates the brains capability of processing spatio… 
2016
2016
Stochastic hardware implementation of Liquid State Machines
The hardware implementation of neural network models allows to efficiently exploit their inherent parallelism. Here, we focus on… 
2012
2012
Self-organising criticality in the simulated models of the rat cortical microcircuits
2012
2012
Winter wheat morphology response to cold temperature stress during autumn acclimation
Winter wheat (Triticum aestivum L.) abilities depend on development during autumn acclimation. The plant ability of acclimation… 
2008
2008
Laser print quality: practically continuous addressability
A novel method for resolution enhancement of Electro Photographic (EP) printers is presented. The proposed method is applicable… 
2007
2007
Comparative study of compressibilities of ternary liquid systems from two liquid state model at 298.15 K
Isothermal and adiabatic compressibility of three liquid ternary : toluene + cyclohexane + carbon tetrachloride, benzene… 
2006
2006
Liquid State Machine by Spatially Coupled Oscillators
Liquid State Machines [1] are a new strategie for real-time information processing in recurrent networks. In the present work we… 
1996
1996
The formation of cyanoborate liquid clathrates with water or cresol as promoters
If host and guest components form a liquid clathrate only when a third component is present, the third component is a promoter of… 
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