2016/05 Toolkits for Deep Learning
- Evaluation of Deep Learning Toolkits, 2016/5: This valuable article compares 5 toolkits (Caffe, CNTK, TensorFlow, Theano, Torch) with respect to: Modeling Capability, Interfaces, Model Deployment, Performance, Architecture, Ecosystem, Cross-platform.
- TensorFlow (Google): open source @ GitHub. Playground of NN.
- Caffe (Berkeley): open source @ GitHub.
- CNTK (Microsoft): open source @ GitHub.
- Theano (University of Montreal): open source @ GitHub.
- Torch : open source @ GitHub.
- ConvNetJS: a Javascript library for training Deep Learning models entirely in your browser.
- DeepLearning Toolbox: Matlab. open source @ GitHub.
- Deep Learning with Matlab by Mathworks.
2016/03 Recent success of deep neural network: AlphaGo of DeepMind
- 2016/05/01 Google's Deep Mind Explained! - Self Learning A.I. Youtube video, 13"44'.
- 2016/03/29 AlphaGo versus Lee Sedol, wikipedia.
- 2016/03/14 淺談Alpha Go所涉及的深度學習技術
- 2016/03/14 Facebook 研究員解析演算法技術:AlphaGo 為什麼這麼厲害?
- 2016/03/14 人機大戰第四戰:AlphaGo認輸,李世石贏了!
- 2016/03/12 從人機大戰看現代圍棋的困境
- 2016/03/10 DeepMind founder Demis Hassabis on how AI will shape the future
- 2016/02/22 深入淺出,解讀Google的人工智慧圍棋「大腦」
- 2016/01/28 Mastering the game of Go with deep neural networks and tree search, Nature, 529, pp. 484–489.