Combining two open source tools for neural computation (BioPatRec and Netlab) improves movement classification for prosthetic control

Table 1 Comparison of linear models

Outp. type	BioPatRec LDA		Netlab GLM netopt (scg)		Netlab GLM train (irls)
Outp. type	Acc	SD	Acc	SD	Acc	SD
Single	0.938	0.072	0.974	0.034	0.971	0.037
Multiple	0.789	0.178	0.837	0.140	0.837	0.139

Italics significantly higher accuracy against LDA with p < 0.01
GLM netopt single output has significantly higher accuracy than GLM train with single but not multiple outputs

ISSN: 1756-0500