The use of neither indicates that there is a negative sense for one, two or more ideas a linked together by (nor) and some other word. In this case hot.
Formally, Neither is followed by a singular verb. However if nor is included to unite different nouns or pronouns and one of them is in the plural form, the verb normally agrees with the adjacent noun or pronoun.