انجمن علمی رباتیک و مکاترونیک دانشگاه علم و صنعت ایران | United States America (US)

Create: 2025-02-10 Update: 2025-07-02 11:20:34

🔰دانستنی های حوزه هوش مصنوعی🔰

🔘قسمت اول : اصطلاحات رایج

🔶مورد اول : GAN

الگوریتم های هوش مصنوعی که برای یادگیری ماشین بدون نیاز به نظارت انسان مورد استفاده قرار می گیرند، در این دسته بندی حضور دارند. GAN ها می توانند از شبکه های عصبی، شبکه های مولد و شبکه های متمایز کننده تشکیل شده باشند.

🔶مورد دوم : RNN

این شبکه عصبی برای پردازش داده های متوالی از طریق حلقه مورد استفاده قرار می گیرد. RNN ها باعث می شوند تا یک ربات، ورودی های قبلی را به خاطر بسپارد و از آنها برای تصمیم گیری در آینده استفاده کند. پیش بینی درخواست کاربران بر اساس ورودی های گذشته یکی از وظایف مهم RNN به حساب می آید.

🔶مورد سوم : CNN

راه اندازی شبکه هایی که برای بینایی کامپیوتر مورد استفاده قرار می گیرند، کار راحتی نیست. اینجاست که استفاده از CNN اهمیت زیادی پیدا می کند. CNN یا شبکه عصبی کانولوشنال در حوزه هوش مصنوعی نقش کلیدی باز می کند. CNN شکلی خاص از شبکه های عصبی با قابلیت یادگیری عمیق است که قابلیت های بینایی کامپیوتر را مدیریت می کند.

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انجمن علمی رباتیک و مکاترونیک دانشگاه علم و صنعت ایران

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انجمن علمی رباتیک و مکاترونیک دانشگاه علم و صنعت ایران

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🔰دانستنی های حوزه هوش مصنوعی🔰

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