How is the drive formatted? What OS is on your ICS, and what's on the computer you tested it on? What kind of micro SD card is it, SD,sdhc, sdxc?
Windows 8.1 update
The SD cards
SDHC and SDXC ( 4, 32 and 64, sandisk, samsung and lexar)
I would try updating the drivers and the firmware. If that doesn't fix it, you might try accessing it from a Linux boot disk. If neither of those work, I'd contact Intel, or the company you bought it from, and request a replacement device.
Please run a BIOS update https://downloadcenter.intel.com/search?keyword=Intel%C2%AE+Compute+Stick+STCK1A32WFC
You can download the Intel® Driver Update Utility, http://www.intel.com/p/en_US/support/detect