Excluir n filas superiores e inferiores en SQL

Puedes probar este compañero:

SELECT * FROM numbers
WHERE id NOT IN (
    SELECT id FROM numbers
    WHERE val IN (
        SELECT MAX(val) FROM numbers
    ) OR val IN (
        SELECT MIN(val) FROM numbers
    )
);