4 search results - page 1 / 1 » Spatiotemporal Pattern Recognition via Liquid State Machines |
137
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IJCNN
2006
IEEE
15 years 11 months ago
2006
IEEE
— The applicability of complex networks of spiking neurons as a general purpose machine learning technique remains open. Building on previous work using macroscopic exploration o...
137
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ECAL
2003
Springer
15 years 10 months ago
2003
Springer
This paper demonstrates that the waves produced on the surface of water can be used as the medium for a “Liquid State Machine” that pre-processes inputs so allowing a simple pe...
150
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ICVGIP
2004
15 years 6 months ago
2004
In this paper we present a simple framework for activity recognition based on a model of multi-layered finite state machines, built on top of a low level image processing module f...
331
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BICA
2010
14 years 12 months ago
2010
Deep-layer machine learning architectures continue to emerge as a promising biologically-inspired framework for achieving scalable perception in artificial agents. State inference ...