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courses:wager:6200:home [2013/03/07 10:41] mozer |
courses:wager:6200:home [2013/03/21 10:27] (current) mozer |
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| ^ | **FOUNDATIONS: COMPUTATIONAL METHODS** |||| | ^ | **FOUNDATIONS: COMPUTATIONAL METHODS** |||| | ||
| ^ Feb 21 | History of cognitive models, cognitive architectures, production systems | Mozer | [[http://act-r.psy.cmu.edu/papers/793/fulltext.pdf | Anderson et al. (2008)]] | {{computationalmodeling.pptx | Computational Modeling}} {{cogarchprodsys.pptx | Cognitive Architectures and Production Systems}} | | ^ Feb 21 | History of cognitive models, cognitive architectures, production systems | Mozer | [[http://act-r.psy.cmu.edu/papers/793/fulltext.pdf | Anderson et al. (2008)]] | {{computationalmodeling.pptx | Computational Modeling}} {{cogarchprodsys.pptx | Cognitive Architectures and Production Systems}} | | ||
| - | ^ Feb 26 | Neural networks I | Mozer | | {{neural_networks.pptx | Neural Networks}} | | + | ^ Feb 26 | Neural networks I | Mozer | | {{neural_networks.pptx | Neural Networks 1-3}} | |
| ^ Feb 28 | Neural networks II | Mozer | [[http://www.cs.toronto.edu/~hinton/absps/families.pdf | Hinton Family Trees]]| | | ^ Feb 28 | Neural networks II | Mozer | [[http://www.cs.toronto.edu/~hinton/absps/families.pdf | Hinton Family Trees]]| | | ||
| ^ Mar 5 | Neural networks III | Mozer | | | | ^ Mar 5 | Neural networks III | Mozer | | | | ||
| - | ^ Mar 7 | Reinforcement learning | Mozer | [[http://web.eecs.umich.edu/~baveja/RLMasses/RL.html | RL Introduction]] | {{ReinforcementLearning.pptx | Reinforcement Learning I}} {{ReinforcementLearning2.pdf | Reinforcement Learning II}} | + | ^ Mar 7 | Reinforcement learning | Mozer | [[http://web.eecs.umich.edu/~baveja/RLMasses/RL.html | RL Introduction (background reading -- not for commentary)]] | {{ReinforcementLearning.pptx | Reinforcement Learning I}} {{ReinforcementLearning2.pdf | Reinforcement Learning II}} | |
| - | ^ Mar 12 | Bayesian models I | Mozer (Wager away) | | | + | ^ Mar 12 | Bayesian models I | Mozer (Wager away) | | {{Bayes1.pptx | Bayesian models 1}} | |
| - | ^ Mar 14 | Bayesian models II | Mozer (Wager away) | | | + | ^ Mar 14 | Bayesian models II | Mozer (Wager away) | [[http://www.cs.colorado.edu/~mozer/Teaching/syllabi/ProbabilisticModels/readings/GriffithsSteyversTenenbaum2007.pdf | Topic Models]] [[http://web.mit.edu/cocosci/Papers/Griffiths-Tenenbaum-PsychSci06.pdf | Griffiths & Tenenbaum]] [[ http://www.cs.colorado.edu/~mozer/Research/Selected%20Publications/reprints/MozerPashlerHomaei2008.pdf | Mozer, Pashler, & Homaie ]] | {{Bayes2.pptx | Bayesian models 2}} | |
| ^ | **CURRENT DIRECTIONS** |||| | ^ | **CURRENT DIRECTIONS** |||| | ||
| - | ^ Mar 19 | Models of language learning | Mozer (Wager away) | <Elman> | | + | ^ Mar 19 | Neural network models of sequence processing (language learning) | Mozer (Wager away) |[[http://crl.ucsd.edu/~elman/Papers/fsit.pdf | Finding Structure in Time]] [[http://www.cs.colorado.edu/~mozer/Research/Selected%20Publications/reprints/Mozer1994.pdf | Music Composition]] [[http://www.cs.toronto.edu/~ilya/pubs/2011/LANG-RNN.pdf | text generation]] | {{SequentialNetworksLanguage.pptx | neural nets for language and music}} | |
| - | ^ Mar 21 | TBA | Mozer (Wager away) | | | + | ^ Mar 21 | Bayesian models of sequence processing (cognitive control) | Mozer (Wager away) | [[http://www.cs.colorado.edu/~mozer/Research/Selected%20Publications/reprints/ReynoldsMozer2009.pdf | Cognitive Control]] | {{HMM.ppt | Hidden Markov Models}} {{HMM2.pdf | Cognitive Control}} | |
| ^ Apr 2 | TBA | Wager (Mozer away) | | | ^ Apr 2 | TBA | Wager (Mozer away) | | | ||
| - | ^ Apr 4 | Brain decoding I | Mozer + Wager | <Mitchell> <Gallant> | | + | ^ Apr 4 | Brain decoding I | Wager | <Mitchell> <Gallant> | |
| - | ^ Apr 9 | Brain decoding II | Mozer + Wager | | | + | ^ Apr 9 | Brain decoding II | Wager | | |
| - | ^ Apr 11 | Social network analysis | Mozer + Wager | <Clauset> | | + | ^ Apr 11 | Social network analysis | Wager | <Clauset> | |
| - | ^ Apr 16 | Semantics | Mozer + Wager | <Griffiths> <Wordnet> <Topic Model> <Kello> | | + | ^ Apr 16 | Semantics | Mozer | <Griffiths> <Wordnet> <Topic Model> <Kello> | |
| ^ Apr 18 | TBA | Mozer + Wager | | | ^ Apr 18 | TBA | Mozer + Wager | | | ||
| ^ Apr 23 | TBA | Mozer + Wager | | | ^ Apr 23 | TBA | Mozer + Wager | | | ||
courses/wager/6200/home.1362678106.txt.gz · Last modified: 2013/03/07 10:41 by mozer
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