Thanks Walter. I basically went with your solution.
g = figure('KeyPressFcn', @keyPress)
MyButton = uicontrol('Style', 'pushbutton','Callback',@task);
function task(src, e)
disp('button press');
end
function keyPress(src, e)
switch e.Key
case 'c'
task(MyButton, []);
end
end