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A recurrent neural network for closed-loop intracortical brain–machine interface decoders

Recurrent neural networks (RNNs) are useful tools for learning nonlinear relationships in time series data with complex temporal dependences. In this paper, we explore the ability of a simplified type of RNN, one with limited modifications to the internal weights called an echostate network (ESN), t...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Egile Nagusiak: Sussillo, David, Nuyujukian, Paul, Fan, Joline M, Kao, Jonathan C, Stavisky, Sergey D, Ryu, Stephen, Shenoy, Krishna
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: 2012
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC3638090/
https://ncbi.nlm.nih.gov/pubmed/22427488
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1741-2560/9/2/026027
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