Liquid state machine

Known as: Liquid State Machines, Liquid-state machine, Liquid-state machines 
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… (More)
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Topic mentions per year

Topic mentions per year

2002-2018
05101520022018

Papers overview

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2015
2015
This paper presents a bioinspired digital liquid-state machine (LSM) for low-power very-large-scale-integration (VLSI)-based… (More)
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2012
2012
0957-4174/$ see front matter 2011 Elsevier Ltd. A doi:10.1016/j.eswa.2011.06.052 ⇑ Corresponding author. Tel.: +972 4 8288337… (More)
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2009
2009
The properties of separation ability and computational efficiency of Liquid State Machines depend on the neural model employed… (More)
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2008
2008
Hardware implementations of Spiking Neural Networks are numerous because they are well suited for implementation in digital and… (More)
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Highly Cited
2007
Highly Cited
2007
We examined closely the cerebellar circuit model that we have proposed previously. The model granular layer generates a finite… (More)
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2007
2007
In this thesis several possibilities are investigated for improving the performance of Liquid State Machines. A Liquid State… (More)
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2007
2007
Hardware implementations of Spiking Neural Networks are numerous because they are well suited for implementation in digital and… (More)
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2006
2006
The applicability of complex networks of spiking neurons as a general purpose machine learning technique remains open. Building… (More)
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Highly Cited
2005
Highly Cited
2005
The Liquid State Machine (LSM) is a recently developed computational model with interesting properties. It can be used for… (More)
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2005
2005
An implementation of the recently proposed concept of the Liquid State Machine using a Spiking Neural Network (SNN) is trained to… (More)
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