smnb

Bayesian Networks
HTM .. Hierarchical Temporal Memory
Support Vector Machine
Normalised Compression Distance
Markov Logic Networks
Recurrent neural network
AIXI Universal Algorithmic Intelligence: A mathematical top-down approach
Confabulation theory [gv>http://video.google.com/videoplay?docid=4572207081...]
Deep Learning
RBM(Restricted Boltzmann Machines)
DBN (Deep Belief Nets)
DBM(Deep Boltzmann machines)
CD(Contrastive Divergence)
THE MNIST DATABASE of handwritten digits

Convolutional Deep Belief Networks for Scalable Unsupervised Learning of Hierarchical Representations
How the brain might work: A hierarchical and temporal model for learning and recognition
Context by Region Ancestry
Recursive Segmentation and Recognition Templates for 2D Parsing
Associative Hierarchical CRFs for Object Class Image Segmentation
ICML 1997

• Magazines

Journal of Machine Learning Research

Combining Systems Neuroscience and Machine Learning A new approach to AGI
(still) nothing clever

Jeff Hawkins
Stephen Grossberg

mloss.org
MLCOMP
科学/工学 トピックのプロジェクト一覧 - ソフトウェアダウンロードマップ - SourceForge.JP
SourceForge.net: Software Map

AGI

Lecture 1 | Machine Learning (Stanford)

Lectures