NOLDUS ETHOVISION
Italiano
Sistema Ethovision: Sistema computerizzato per tracciatura ad alto rendimento del comportamento nel roditore. 2 unità di cui una associata al sistema di raccolta di campioni attraverso microdialisi intracerebrale.
adaptation and learning
Adaptive graph signal processing: algorithms and optimal sampling strategies
The goal of this paper is to propose novel strategies for adaptive learning of signals defined over graphs, which are observed over a (randomly) time-varying subset of vertices. We recast two classical adaptive algorithms in the graph signal processing framework, namely the least mean squares (LMS) and the recursive least squares (RLS) adaptive estimation strategies. For both methods, a detailed mean-square analysis illustrates the effect of random sampling on the adaptive reconstruction capability and the steady-state performance.