In a large bowl, cream together the butter, brown sugar and white sugar until light and fluffy. Add the eggs one at a time, beating well with each addition. Combine the cocoa, flour, and baking soda, gradually stir into the creamed mixture. Finally, fold in white chocolate chips. Drop by rounded spoonfuls onto the prepared cookie sheets.