{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/2589","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/2589/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/2589/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/2589/events","html_url":"https://github.com/fchollet/keras/issues/2589","id":152764340,"number":2589,"title":"Add locally connected layer in keras","user":{"login":"nitish11","id":2395767,"avatar_url":"https://avatars.githubusercontent.com/u/2395767?v=3","gravatar_id":"","url":"https://api.github.com/users/nitish11","html_url":"https://github.com/nitish11","followers_url":"https://api.github.com/users/nitish11/followers","following_url":"https://api.github.com/users/nitish11/following{/other_user}","gists_url":"https://api.github.com/users/nitish11/gists{/gist_id}","starred_url":"https://api.github.com/users/nitish11/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/nitish11/subscriptions","organizations_url":"https://api.github.com/users/nitish11/orgs","repos_url":"https://api.github.com/users/nitish11/repos","events_url":"https://api.github.com/users/nitish11/events{/privacy}","received_events_url":"https://api.github.com/users/nitish11/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2016-05-03T12:44:28Z","updated_at":"2016-05-04T10:29:43Z","closed_at":null,"body":"The DeepFace network architecture of Facebook [1] used locally connected layer to accelerate the training process while achieving very high classification accuracy.  Is there any implemented locally connected layer in Keras?\r\n\r\n[1] Yaniv Taigman (Facebook), Ming Yang (Facebook), Marc'Aurelio Ranzato (Facebook), Lior Wolf (Tel Aviv University). DeepFace: Closing the Gap to Human-Level Performance in Face Verification. CVPR 2014, Columbus, Ohio."},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/216823437","html_url":"https://github.com/fchollet/keras/issues/2589#issuecomment-216823437","issue_url":"https://api.github.com/repos/fchollet/keras/issues/2589","id":216823437,"user":{"login":"joelthchao","id":10974532,"avatar_url":"https://avatars.githubusercontent.com/u/10974532?v=3","gravatar_id":"","url":"https://api.github.com/users/joelthchao","html_url":"https://github.com/joelthchao","followers_url":"https://api.github.com/users/joelthchao/followers","following_url":"https://api.github.com/users/joelthchao/following{/other_user}","gists_url":"https://api.github.com/users/joelthchao/gists{/gist_id}","starred_url":"https://api.github.com/users/joelthchao/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/joelthchao/subscriptions","organizations_url":"https://api.github.com/users/joelthchao/orgs","repos_url":"https://api.github.com/users/joelthchao/repos","events_url":"https://api.github.com/users/joelthchao/events{/privacy}","received_events_url":"https://api.github.com/users/joelthchao/received_events","type":"User","site_admin":false},"created_at":"2016-05-04T10:29:43Z","updated_at":"2016-05-04T10:29:43Z","body":"I implemented it recently but haven't tested though. Not sure if Keras needs it, if so I may able to contribute some of my codes."}}