Difference between revisions of "Journal Club"

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Archive of Journal Club Presentations:
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== Articles ==
* [Aug 30, 2017] Shmuelof and Krakauer, 2011. Are we ready for a natural history of motor learning?
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* [Aug 30, 2017] Shmuelof and Krakauer, 2011. Are we ready for a natural history of motor learning? [[Media:Journal_Club_Aug_30_2017.pdf]] [http://www.sciencedirect.com/science/article/pii/S0896627311009299 Paper]
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* [Sept 11, 2017] Thura and Cisek, 2017. The Basal Ganglia Do Not Select Reach Targets but Control the Urgency of Commitment. [[File:JC_Sept_11.pdf]]
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[https://www.ncbi.nlm.nih.gov/pubmed/28823728 Paper]
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* [Jan 11, 2018] Munafò et al., 2017. A manifesto for reproducible science. [https://www.nature.com/articles/s41562-016-0021]
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* [March 8, 2018] Castañón et al., 2018 (preprint). Human noise blindness drives suboptimal cognitive inference. [https://www.biorxiv.org/content/early/2018/02/19/268045]
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* [March 15, 2018] Odegaard et al., 2017. Superior colliculus neuronal ensemble activity signals optimal rather than subjective confidence. [http://www.pnas.org/content/115/7/E1588.long]
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* [March 22, 2018] Dasgupta, Stevens, Navlakha, 2017. A neural algorithm for a fundamental computing problem.  [http://science.sciencemag.org/content/358/6364/793]
  
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== NEW: Modern ML tutorials ==
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see Markdown slides and code [https://github.com/BlohmLab/MLtutorials here]
  
 
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== Older Tutorials ==
 
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* [[Media:MLintro.pdf | Machine learning introduction]] - Gunnar
Interesting Papers for future Journal Clubs:
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* [[Media:LinearRegression.pdf | Linear Regression]] - Sisi
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* [[Media:Linear_Classification.pdf | Linear Classification]] - Parisa
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* [[Media:MCMC.pdf | Markov Chain Monte Carlo]] - Gunnar
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* [[Media:Intro to PCA and ICA.pdf | Introduction to PCA and ICA]] - Cindy
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* [[Media:EM_algorithm.pdf | Expectation Maximization]] - Brandon and Jonathan
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* [[Media:HMM-parisa.pdf | Hidden Markov Models]] - Parisa
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* [[Media:KalmanFilter.pdf | Kalman filter]] - Josh
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* [[Media:ML-ANNs.pdf | Rate-based networks & error back-propagation learning]] - Scott
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* [[Media:Support Vector Machines (SVM).pdf | Support Vector Machines]] - Jerry
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* [[Media:Deep_Belief_Network_Home_(2).pdf | Deep belief networks ]] - Tiger

Latest revision as of 19:36, 20 March 2020

Articles

Paper

  • [Jan 11, 2018] Munafò et al., 2017. A manifesto for reproducible science. [1]
  • [March 8, 2018] Castañón et al., 2018 (preprint). Human noise blindness drives suboptimal cognitive inference. [2]
  • [March 15, 2018] Odegaard et al., 2017. Superior colliculus neuronal ensemble activity signals optimal rather than subjective confidence. [3]
  • [March 22, 2018] Dasgupta, Stevens, Navlakha, 2017. A neural algorithm for a fundamental computing problem. [4]

NEW: Modern ML tutorials

see Markdown slides and code here

Older Tutorials