I like this, but could anyone really live without memories? I understand that we might forget some on purpose or unintentionally, but not to have them at all, this sounds a bit weird, but I really liked the writing.
 I would rearrange the lineation for a smoother read but here the decision is yours.

I wrote a little piece the other day about the same theme if you don't mind sharing it with you entitled "lost memories"

I sincerely want
 to remember you,
but every time I try,
 I get only void,

then all my memories
 are left
 frameless.

The title is great, your language is a bit wordy here and there, the rhythm is on the whole very good, and I really like the theme very much. The beginning is good, but its the last verse that really rocks.

This is very good, although somewhat prosaic in spots. Take some time to rewrite this by cutting as many words as possible, and you'll have a little gem here.

For example,
.
"For there's nothing
To look forward to
In the future
Of a past that was never there."
.
"Of a past that was never there" at the end of the stanza doesn't fit the cadence. It stutters and stops, after the rest of the stanza flows very well.
.
"For there's nothing
To look forward to
In the future
Of a past that never was"
.
There are the same number of sylllables in each line, but the different wording, removing 'there', makes the cadence much smoother, and gives the stanza more emotional impact.
.
Edit your poem along these lines, and this will go from good to most excellent.
.
Hope this helps.
.