What is the correct usage of ‘neither’?

How to correctly use ‘neither’?

Is it necessary to always use ‘neither’ with ‘nor’? Is saying ‘neither – or’ wrong even in sentences where it seems correct, like:

Neither Sudhir or Ramesh got selected.