Welcome to the Q&A Forum

Yes, search engines definitely know that subdomains are hooked to your domain, and there's evidence that search engines will count links toward a subdomain to your domain. However, there's speculation that those links are slightly discounted in the level of authority they pass -- they are a stronger signal to your subdomain -- and it's still best practice for your SEO to put your blog on a subfolder instead of a subdomain.