Neo4J startup script searches JAVA_HOME, and if it is not set by default, install it in Java v1.7. So, install JAVA_HOMEin your .bash_profilefile.
export JAVA_HOME=$(/usr/libexec/java_home)
Then restart the terminal or run
$ source .bash_profile
, Neo4J, .