Network In Network — mentioned by svantana

Mon, 25 Mar 2019 09:59:22 GMT

Indeed, the Network-in-Network architecture [1] was a compelling idea to get complex activations, until it was realised that it's just a standard neural network which is not fully connected. Since neural networks are universal approximators, it's a bit silly to talk about something else being more powerful, it's all about the prior, bias, and training, which are all subject to the No Free Lunch theorem. [1] https://arxiv.org/abs/1312.4400

Paper and discussion history. A mention is not an endorsement.

Network In Network — mentioned by buildbot

Mon, 25 Mar 2019 01:23:31 GMT

There's network in networks: https://arxiv.org/abs/1312.4400 And network ensembles in general: https://en.wikipedia.org/wiki/Ensemble_learning

Paper and discussion history. A mention is not an endorsement.

Network In Network · HackerPapers discussions

Network In Network — mentioned by svantana

Network In Network — mentioned by buildbot