The 20-year-old winger has joined Hartlepool on a month's youth loan.
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He had a spell on loan with Crawley Town in League One last season but did not play a game after picking up a serious quad injury.
On arriving at Pools, Gonzalez said: “I’m very grateful for the opportunity that’s been given to me.
“I’m excited for the challenge ahead, and I can’t wait to bring a positive impact to the team.”
Manager Simon Grayson said: “We are delighted to sign Michael.
“He’s an exciting young winger who can play on either side, and will add something different to the squad.
“He’s had a great upbringing at Bournemouth, which I’m sure will help us going forward.”