You need to supply shell=True
to execute the command through a shell interpreter.
If you do that however, you can no longer supply a list as the first argument, because the arguments will get quoted then. Instead, specify the raw commandline as you want it to be passed to the shell:
proc = subprocess.Popen('ls *.bc', shell=True,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE)