75 citations · 246 across the 14 of their papers we have counts for
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cs.CV2021★ 12 cited
EchoVPR: Echo State Networks for Visual Place Recognition
Anil Ozdemir, Mark Scerri, Andrew B. Barron +4
Recognising previously visited locations is an important, but unsolved, task in autonomous navigation. Current visual place recognition (VPR) benchmarks typically challenge models…
cs.LG2021★ 42 cited
Exploiting Multiple Timescales in Hierarchical Echo State Networks
Luca Manneschi, Matthew O. A. Ellis, Guido Gigante +3
Echo state networks (ESNs) are a powerful form of reservoir computing that only require training of linear output weights whilst the internal reservoir is formed of fixed randomly…