Latest version is 1.6.1
There seems to be no significant improvement to 1.5, but if you think about upgrading, don't forget to use an sd card and not an sdhc one and be patient, as it might take several minutes.
Maybe upgrading solves your NeoGeo problem. That would be my last idea about your issues with it.
Firmware is
here