The Hammers trailed 1-0 and 2-1 before eventually overpowering the hosts.
Antonio later said: "It's unbelievable. Even the atmosphere when we came out and the Newcastle fans were booing us. It's not the same without the fans so I really enjoyed it. This is what football is and that's why I love the game.
"I'm going to have to say sorry to Dec (Rice) because when he missed his pen last season I said I'm on pens next so he might be back on them."
On West Ham's comeback, he added: "We showed our ability last year. We showed we have the resilience and we always believe in ourselves that we can come back and score goals. We're never beaten, we'll always fight back and keep going."
Need a VPN? Or seeking to switch? Then support Tribal Football by clicking here to sign up with our official partners NordVPN. Not only will you receive the best VPN experience, but also great discounts by signing up via Tribal Football. Thanks for your support!