I have tried SQLiteConnection(":memory:") and SQLiteConnection("sqlite::memory:") but both of these fail with 'Invalid ConnectionString format'
SQLiteConnection(":memory:")
SQLiteConnection("sqlite::memory:")
try
var connection = new SQLiteConnection("Data Source=:memory:");