1. Edit your wp-config.php file and enter something like:

define('WP_MEMORY_LIMIT', '1024M');
WordPress memory can be different to the server – you need to set this regardless of server memory settings

http://codex.wordpress.org/Editing_wp-config.php#Increasing_memory_allocated_to_PHP

2. If you have access to your PHP.ini file, change the line in PHP.ini
If your line shows 32M try 1024M:

memory_limit = 1024M ; Maximum amount of memory a script may consume (64MB)

3. If you don’t have access to PHP.ini try adding this to an .htaccess file: (You can use 1024 / 2048 / 4096 …)

php_value memory_limit 1024M

4. If none of the above works then talk to your host.