In New Jersey is a surviving spouse responsible for credit card debt that was solely incured by the deceased spouse or will it be paid from the deceased's estate?

From the remaining spouse, no. Collecting from the estate depends on many factors. The laws pertaining to real property and/or survivor rights take precedence over probate proceedings. A determination on what creditors might be entitled to can only be made after the deceased financial status has been compiled.