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Gal Chechik - Publications

Affiliations: 
Stanford University, Palo Alto, CA 
 Gonda Brain Research Center Bar-Ilan University, Jerusalem, Jerusalem District, Israel 
Area:
Computational Neuroscience
Website:
http://chechiklab.biu.ac.il/
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25 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Kirsch L, Chechik G. On Expression Patterns and Developmental Origin of Human Brain Regions. Plos Computational Biology. 12: e1005064. PMID 27564987 DOI: 10.1371/journal.pcbi.1005064  0.405
2015 Bar-Shira O, Maor R, Chechik G. Gene Expression Switching of Receptor Subunits in Human Brain Development. Plos Computational Biology. 11: e1004559. PMID 26636753 DOI: 10.1371/journal.pcbi.1004559  0.376
2014 Liscovitch N, Bazak L, Levanon EY, Chechik G. Positive correlation between ADAR expression and its targets suggests a complex regulation mediated by RNA editing in the human brain. Rna Biology. 11: 1447-56. PMID 25692240 DOI: 10.4161/15476286.2014.992286  0.711
2014 Shoval G, Bar-Shira O, Zalsman G, John Mann J, Chechik G. Transitions in the transcriptome of the serotonergic and dopaminergic systems in the human brain during adolescence. European Neuropsychopharmacology : the Journal of the European College of Neuropsychopharmacology. 24: 1123-32. PMID 24721318 DOI: 10.1016/j.euroneuro.2014.02.009  0.328
2014 Mesnil G, Bordes A, Weston J, Chechik G, Bengio Y. Learning semantic representations of objects and their parts Machine Learning. 94: 281-301. DOI: 10.1007/S10994-013-5336-9  0.311
2013 Liscovitch N, Chechik G. Specialization of gene expression during mouse brain development. Plos Computational Biology. 9: e1003185. PMID 24068900 DOI: 10.7490/F1000Research.1092136.1  0.711
2013 Liscovitch N, Shalit U, Chechik G. FuncISH: learning a functional representation of neural ISH images. Bioinformatics (Oxford, England). 29: i36-43. PMID 23813005 DOI: 10.1093/Bioinformatics/Btt207  0.686
2012 Kirsch L, Liscovitch N, Chechik G. Localizing genes to cerebellar layers by classifying ISH images. Plos Computational Biology. 8: e1002790. PMID 23284274 DOI: 10.1371/Journal.Pcbi.1002790  0.725
2012 Chechik G, Nelken I. Auditory abstraction from spectro-temporal features to coding auditory entities. Proceedings of the National Academy of Sciences of the United States of America. 109: 18968-73. PMID 23112145 DOI: 10.1073/pnas.1111242109  0.586
2010 Lyon RF, Rehn M, Bengio S, Walters TC, Chechik G. Sound retrieval and ranking using sparse auditory representations. Neural Computation. 22: 2390-416. PMID 20569181 DOI: 10.1162/Neco_A_00011  0.329
2010 Chechik G, Sharma V, Shalit U, Bengio S. Large scale online learning of image similarity through ranking Journal of Machine Learning Research. 11: 1109-1135. DOI: 10.1007/978-3-642-02172-5_2  0.693
2009 Chechik G, Koller D. Timing of gene expression responses to environmental changes. Journal of Computational Biology : a Journal of Computational Molecular Cell Biology. 16: 279-90. PMID 19193146 DOI: 10.1089/Cmb.2008.13Tt  0.33
2007 Nelken I, Chechik G. Information theory in auditory research. Hearing Research. 229: 94-105. PMID 17300891 DOI: 10.1016/j.heares.2007.01.012  0.584
2007 Globerson A, Chechik G, Pereira F, Tishby N. Euclidean embedding of co-occurrence data Journal of Machine Learning Research. 8: 2265-2295.  0.618
2007 Globerson A, Chechik G, Pereira F, Tishby N. Euclidean embedding of co-occurrence data Journal of Machine Learning Research. 8: 2265-2295.  0.618
2006 Chechik G, Anderson MJ, Bar-Yosef O, Young ED, Tishby N, Nelken I. Reduction of information redundancy in the ascending auditory pathway. Neuron. 51: 359-68. PMID 16880130 DOI: 10.1016/j.neuron.2006.06.030  0.715
2006 Globerson A, Chechik G, Pereira F, Tishby N. Embedding heterogeneous data using statistical models Proceedings of the National Conference On Artificial Intelligence. 2: 1605-1608.  0.618
2005 Nelken I, Chechik G, Mrsic-Flogel TD, King AJ, Schnupp JW. Encoding stimulus information by spike numbers and mean response time in primary auditory cortex. Journal of Computational Neuroscience. 19: 199-221. PMID 16133819 DOI: 10.1007/S10827-005-1739-3  0.6
2005 Chechik G, Globerson A, Tishby N, Weiss Y. Information bottleneck for Gaussian variables Journal of Machine Learning Research. 6.  0.634
2005 Chechik G, Globerson A, Tishby N, Weiss Y. Information bottleneck for Gaussian variables Journal of Machine Learning Research. 6.  0.634
2003 Chechik G, Tishby N. Extracting relevant structures with side information Advances in Neural Information Processing Systems.  0.513
2002 Chechik G, Globerson A, Tishby N, Anderson MJ, Young ED, Nelken T. Group redundancy measures reveal redundancy reduction in the auditory pathway Advances in Neural Information Processing Systems.  0.665
2001 Chechik G, Meilijson I, Ruppin E. Effective neuronal learning with ineffective Hebbian learning rules. Neural Computation. 13: 817-40. PMID 11255571 DOI: 10.1162/089976601300014367  0.301
2001 Chechik G. Spike timing dependent plasticity and mutual information in spiking neurons Neurocomputing. 38: 147-152. DOI: 10.1016/S0925-2312(01)00552-5  0.342
2001 Chechik G, Tishby N. Temporally dependent plasticity: An information theoretic account Advances in Neural Information Processing Systems.  0.544
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