Download and install Mi Flash tool.
Download and extract the fastboot ROM to a folder on your drive
Open MIflash Tool, click on browse button.
Click on "Flash". Your device will get flashed with the new Fastboot ROM and voila you have fixed your device. If you had removed the battery, connect it back. Turn on your phone. In some cases battery may be drained, so give your phone a good charge.