{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T11:18:26Z","timestamp":1767179906641,"version":"build-2238731810"},"update-to":[{"DOI":"10.1371\/journal.pcbi.1006595","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2019,2,20]],"date-time":"2019-02-20T00:00:00Z","timestamp":1550620800000}}],"reference-count":78,"publisher":"Public Library of Science (PLoS)","issue":"1","license":[{"start":{"date-parts":[[2019,1,17]],"date-time":"2019-01-17T00:00:00Z","timestamp":1547683200000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["EXC 1077\/1 (PI of subprojects)"],"award-info":[{"award-number":["EXC 1077\/1 (PI of subprojects)"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["LU 1196\/5-1"],"award-info":[{"award-number":["LU 1196\/5-1"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004440","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["WT082692"],"award-info":[{"award-number":["WT082692"]}],"id":[{"id":"10.13039\/100004440","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004440","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["WT076508AIA"],"award-info":[{"award-number":["WT076508AIA"]}],"id":[{"id":"10.13039\/100004440","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004440","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["WT108369\/Z\/2015\/Z"],"award-info":[{"award-number":["WT108369\/Z\/2015\/Z"]}],"id":[{"id":"10.13039\/100004440","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000268","name":"Biotechnology and Biological Sciences Research Council","doi-asserted-by":"publisher","award":["BB\/H008608\/1"],"award-info":[{"award-number":["BB\/H008608\/1"]}],"id":[{"id":"10.13039\/501100000268","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft","doi-asserted-by":"publisher","award":["SFB 1330 (HAPPAA)"],"award-info":[{"award-number":["SFB 1330 (HAPPAA)"]}],"id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100014748","name":"Clarendon Fund","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100014748","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"DOI":"10.1371\/journal.pcbi.1006595","type":"journal-article","created":{"date-parts":[[2019,1,17]],"date-time":"2019-01-17T14:05:59Z","timestamp":1547733959000},"page":"e1006595","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":9,"title":["STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds"],"prefix":"10.1371","volume":"15","author":[{"given":"Abdul-Saboor","family":"Sheikh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7851-4840","authenticated-orcid":true,"given":"Nicol S.","family":"Harper","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jakob","family":"Drefs","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4480-0574","authenticated-orcid":true,"given":"Yosef","family":"Singer","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenwen","family":"Dai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard E.","family":"Turner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9921-2529","authenticated-orcid":true,"given":"J\u00f6rg","family":"L\u00fccke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2019,1,17]]},"reference":[{"issue":"3","key":"ref1","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1162\/neco_a_01048","article-title":"Learning midlevel auditory codes from natural sound statistics","volume":"30","author":"W M\u0142ynarski","year":"2018","journal-title":"Neural Computation"},{"issue":"5368","key":"ref2","doi-asserted-by":"crossref","first-page":"1439","DOI":"10.1126\/science.280.5368.1439","article-title":"Optimizing sound features for cortical neurons","volume":"280","author":"R Christopher deCharms","year":"1998","journal-title":"Science"},{"issue":"4","key":"ref3","doi-asserted-by":"crossref","first-page":"2660","DOI":"10.1152\/jn.00751.2002","article-title":"Spectrotemporal structure of receptive fields in areas AI and AAF of mouse auditory cortex","volume":"90","author":"JF Linden","year":"2003","journal-title":"Journal of Neurophysiology"},{"issue":"1","key":"ref4","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1152\/jn.00395.2001","article-title":"Spectrotemporal receptive fields in the lemniscal auditory thalamus and cortex","volume":"87","author":"LM Miller","year":"2002","journal-title":"Journal of Neurophysiology"},{"issue":"11","key":"ref5","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1038\/nn1141","article-title":"Rapid task-related plasticity of spectrotemporal receptive fields in primary auditory cortex","volume":"6","author":"J Fritz","year":"2003","journal-title":"Nature neuroscience"},{"issue":"6","key":"ref6","doi-asserted-by":"crossref","first-page":"1448","DOI":"10.1093\/cercor\/bhn184","article-title":"Spectrotemporal receptive fields in anesthetized cat primary auditory cortex are context dependent","volume":"19","author":"B Gour\u00e9vitch","year":"2008","journal-title":"Cerebral Cortex"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"607","DOI":"10.1038\/381607a0","article-title":"Emergence of simple-cell receptive field properties by learning a sparse code for natural images","volume":"381","author":"B Olshausen","year":"1996","journal-title":"Nature"},{"key":"ref8","first-page":"1971","article-title":"Advances in Neural Information Processing Systems","volume":"vol. 24","author":"AM Saxe","year":"2011"},{"issue":"7","key":"ref9","doi-asserted-by":"crossref","first-page":"e1002594","DOI":"10.1371\/journal.pcbi.1002594","article-title":"Sparse codes for speech predict spectrotemporal receptive fields in the inferior colliculus","volume":"8","author":"NL Carlson","year":"2012","journal-title":"PLoS Computational Biology"},{"issue":"1","key":"ref10","doi-asserted-by":"crossref","first-page":"1193","DOI":"10.1146\/annurev.neuro.24.1.1193","article-title":"Natural image statistics and neural representation","volume":"24","author":"EP Simoncelli","year":"2001","journal-title":"Annual review of neuroscience"},{"issue":"44","key":"ref11","doi-asserted-by":"crossref","first-page":"13797","DOI":"10.1523\/JNEUROSCI.5610-08.2009","article-title":"Dynamic range adaptation to sound level statistics in the auditory nerve","volume":"29","author":"B Wen","year":"2009","journal-title":"Journal of Neuroscience"},{"issue":"1","key":"ref12","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1152\/jn.00055.2012","article-title":"Time course of dynamic range adaptation in the auditory nerve","volume":"108","author":"B Wen","year":"2012","journal-title":"Journal of Neurophysiology"},{"issue":"12","key":"ref13","doi-asserted-by":"crossref","first-page":"1684","DOI":"10.1038\/nn1541","article-title":"Neural population coding of sound level adapts to stimulus statistics","volume":"8","author":"I Dean","year":"2005","journal-title":"Nature Neuroscience"},{"issue":"25","key":"ref14","doi-asserted-by":"crossref","first-page":"6430","DOI":"10.1523\/JNEUROSCI.0470-08.2008","article-title":"Rapid neural adaptation to sound level statistics","volume":"28","author":"I Dean","year":"2008","journal-title":"Journal of Neuroscience"},{"key":"ref15","doi-asserted-by":"crossref","unstructured":"Varga AP, Moore RK. Hidden markov model decomposition of speech and noise. In: ICASSP. IEEE Press; 1990. p. 845\u2013848.","DOI":"10.1109\/ICASSP.1990.115970"},{"key":"ref16","first-page":"1009","article-title":"Proc. Eurospeech","volume":"vol. 7","author":"ST Roweis","year":"2003"},{"key":"ref17","first-page":"371","article-title":"Speech Enhancement. Signals and Communication Technology","author":"G Brown","year":"2005"},{"key":"ref18","doi-asserted-by":"crossref","unstructured":"Ma N, Barker J. Coupling identification and reconstruction of missing features for noise-robust automatic speech recognition. Proceedings of INTERSPEECH. 2012;p. 2638\u20132641.","DOI":"10.21437\/Interspeech.2012-506"},{"key":"ref19","first-page":"1227","article-title":"Maximal Causes for Non-linear Component Extraction","volume":"9","author":"J L\u00fccke","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref20","first-page":"2855","article-title":"Expectation Truncation And the Benefits of Preselection in Training Generative Models","volume":"11","author":"J L\u00fccke","year":"2010","journal-title":"Journal of Machine Learning Research"},{"issue":"6","key":"ref21","doi-asserted-by":"crossref","first-page":"e1003062","DOI":"10.1371\/journal.pcbi.1003062","article-title":"Are V1 receptive fields shaped by low-level visual occlusions? A comparative study","volume":"9","author":"J Bornschein","year":"2013","journal-title":"PLOS Computational Biology"},{"issue":"8","key":"ref22","doi-asserted-by":"crossref","first-page":"2177","DOI":"10.1162\/neco_a_00982","article-title":"GP-select: Accelerating EM using adaptive subspace preselection","volume":"29","author":"JA Shelton","year":"2017","journal-title":"Neural Computation"},{"key":"ref23","unstructured":"Johannesma P. The pre-response stimulus ensemble of neurons in the cochlear nucleus. In: Symposium on Hearing Theory; 1972."},{"key":"ref24","doi-asserted-by":"crossref","first-page":"702","DOI":"10.1121\/1.393460","article-title":"Simulation of mechanical to neural transduction in the auditory receptor","volume":"79","author":"R Meddis","year":"1986","journal-title":"The Journal of the Acoustical Society of America"},{"issue":"3","key":"ref25","first-page":"433","article-title":"Frequency analysis and synthesis using a Gammatone filterbank","volume":"88","author":"V Hohmann","year":"2002","journal-title":"Acta Acustica United with Acustica"},{"issue":"1","key":"ref26","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1016\/0378-5955(90)90170-T","article-title":"Derivation of auditory filter shapes from notched-noise data","volume":"47","author":"BR Glasberg","year":"1990","journal-title":"Hearing research"},{"issue":"23","key":"ref27","doi-asserted-by":"crossref","first-page":"3327","DOI":"10.1016\/S0042-6989(97)00121-1","article-title":"The \u201cindependent components\u201d of natural scenes are edge filters","volume":"37","author":"AJ Bell","year":"1997","journal-title":"Vision Research"},{"issue":"3","key":"ref28","doi-asserted-by":"crossref","first-page":"626","DOI":"10.1109\/72.761722","article-title":"Fast and robust fixed-point algorithms for independent component analysis","volume":"10","author":"A Hyv\u00e4rinen","year":"1999","journal-title":"IEEE transactions on Neural Networks"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1007\/s10044-003-0194-x","article-title":"Generative binary codes","volume":"6","author":"M Haft","year":"2004","journal-title":"Pattern Anal Appl"},{"key":"ref30","doi-asserted-by":"crossref","unstructured":"Henniges M, Puertas G, Bornschein J, Eggert J, L\u00fccke J. Binary Sparse Coding. In: Proceedings LVA\/ICA. LNCS 6365. Springer; 2010. p. 450\u201357.","DOI":"10.1007\/978-3-642-15995-4_56"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"Maximum Likelihood from Incomplete Data via the EM Algorithm (with discussion)","volume":"39","author":"AP Dempster","year":"1977","journal-title":"Journal of the Royal Statistical Society B"},{"key":"ref32","first-page":"1939","article-title":"Advances in Neural Information Processing Systems","volume":"vol. 23","author":"G Puertas","year":"2010"},{"issue":"10","key":"ref33","doi-asserted-by":"crossref","first-page":"1950","DOI":"10.1109\/TPAMI.2014.2313126","article-title":"Autonomous Document Cleaning\u2014A Generative Approach to Reconstruct Strongly Corrupted Scanned Texts","volume":"36","author":"Z Dai","year":"2014","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"ref34","first-page":"2653","article-title":"A Truncated EM Approach for Spike-and-Slab Sparse Coding","volume":"15","author":"AS Sheikh","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref35","first-page":"1998","article-title":"Auditory toolbox","volume":"10","author":"M Slaney","year":"1998","journal-title":"Interval Research Corporation, Tech Rep"},{"issue":"2","key":"ref36","doi-asserted-by":"crossref","first-page":"271","DOI":"10.1016\/S0893-6080(97)00133-0","article-title":"Deterministic annealing EM algorithm","volume":"11","author":"N Ueda","year":"1998","journal-title":"Neural Networks"},{"key":"ref37","unstructured":"Sahani M. Latent variable models for neural data analysis. PhD Thesis. Caltech; 1999."},{"key":"ref38","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/j.tics.2010.01.003","article-title":"Statistically optimal perception and learning: from behavior to neural representations","volume":"14","author":"J Fiser","year":"2010","journal-title":"Trends in Cognitive Science"},{"issue":"10","key":"ref39","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1371\/journal.pcbi.1002219","article-title":"Receptive Field Inference with Localized Priors","volume":"7","author":"M Park","year":"2011","journal-title":"PLOS Computational Biology"},{"issue":"3","key":"ref40","doi-asserted-by":"crossref","first-page":"1220","DOI":"10.1152\/jn.2001.85.3.1220","article-title":"Spectro-temporal response field characterization with dynamic ripples in ferret primary auditory cortex","volume":"85","author":"DA Depireux","year":"2001","journal-title":"Journal of Neurophysiology"},{"key":"ref41","doi-asserted-by":"crossref","first-page":"488","DOI":"10.1016\/S0959-4388(00)00239-7","article-title":"Processing in layer 4 of the neocortical circuit: new insights from visual and somatosensory cortex","volume":"11","author":"KD Miller","year":"2001","journal-title":"Current Opinion in Neurobiology"},{"issue":"7","key":"ref42","first-page":"659","article-title":"Sparse spectrotemporal coding of sounds","author":"DJ Klein","year":"2003","journal-title":"EURASIP Journal on Advances in Signal Processing"},{"issue":"5","key":"ref43","doi-asserted-by":"crossref","first-page":"1441","DOI":"10.1073\/pnas.1506903113","article-title":"Central auditory neurons have composite receptive fields","volume":"113","author":"AS Kozlov","year":"2016","journal-title":"Proceedings of the National Academy of Sciences"},{"issue":"2","key":"ref44","doi-asserted-by":"crossref","first-page":"99","DOI":"10.1023\/A:1026543900054","article-title":"The Earth Mover\u2019s Distance as a Metric for Image Retrieval","volume":"40","author":"Y Rubner","year":"2000","journal-title":"International Journal of Computer Vision"},{"issue":"2","key":"ref45","doi-asserted-by":"crossref","first-page":"280","DOI":"10.1523\/JNEUROSCI.2441-15.2016","article-title":"Incorporating midbrain adaptation to mean sound level improves models of auditory cortical processing","volume":"36","author":"BD Willmore","year":"2016","journal-title":"Journal of Neuroscience"},{"issue":"11","key":"ref46","doi-asserted-by":"crossref","first-page":"e1005113","DOI":"10.1371\/journal.pcbi.1005113","article-title":"Network receptive field modeling reveals extensive integration and multi-feature selectivity in auditory cortical neurons","volume":"12","author":"NS Harper","year":"2016","journal-title":"PLoS Computational Biology"},{"issue":"49","key":"ref47","doi-asserted-by":"crossref","first-page":"12338","DOI":"10.1523\/JNEUROSCI.4648-15.2016","article-title":"Predictive ensemble decoding of acoustical features explains context-dependent receptive fields","volume":"36","author":"IB Yildiz","year":"2016","journal-title":"Journal of Neuroscience"},{"key":"ref48","article-title":"Advances in Neural Information Processing Systems","volume":"vol. 13","author":"DD Lee","year":"2001"},{"issue":"10","key":"ref49","doi-asserted-by":"crossref","first-page":"e25506","DOI":"10.1371\/journal.pone.0025506","article-title":"An efficient coding hypothesis links sparsity and selectivity of neural responses","volume":"6","author":"F Bl\u00e4ttler","year":"2011","journal-title":"PLoS One"},{"issue":"3","key":"ref50","doi-asserted-by":"crossref","first-page":"e1002982","DOI":"10.1371\/journal.pcbi.1002982","article-title":"Sustained firing of model central auditory neurons yields a discriminative spectro-temporal representation of natural sounds","volume":"9","author":"MA Carlin","year":"2013","journal-title":"PLOS Computational Biology"},{"issue":"9","key":"ref51","doi-asserted-by":"crossref","first-page":"2780","DOI":"10.1523\/JNEUROSCI.2042-08.2009","article-title":"Functional Groups in the Avian Auditory System","volume":"29","author":"SMN Woolley","year":"2009","journal-title":"Journal of Neuroscience"},{"key":"ref52","first-page":"125","article-title":"Advances in neural information processing systems","author":"M Sahani","year":"2003"},{"issue":"11","key":"ref53","doi-asserted-by":"crossref","first-page":"1131","DOI":"10.1038\/nn737","article-title":"Temporal and rate representations of time-varying signals in the auditory cortex of awake primates","volume":"4","author":"T Lu","year":"2001","journal-title":"Nature Neuroscience"},{"issue":"5207","key":"ref54","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1126\/science.7701330","article-title":"Processing of complex sounds in the macaque nonprimary auditory cortex","volume":"268","author":"JP Rauschecker","year":"1995","journal-title":"Science"},{"issue":"6","key":"ref55","doi-asserted-by":"crossref","first-page":"2685","DOI":"10.1152\/jn.1995.74.6.2685","article-title":"Representation of a species-specific vocalization in the primary auditory cortex of the common marmoset: temporal and spectral characteristics","volume":"74","author":"X Wang","year":"1995","journal-title":"Journal of Neurophysiology"},{"issue":"2","key":"ref56","doi-asserted-by":"crossref","first-page":"139","DOI":"10.1007\/s002210050501","article-title":"Processing of twitter-call fundamental frequencies in insula and auditory cortex of squirrel monkeys","volume":"122","author":"A Bieser","year":"1998","journal-title":"Experimental Brain Research"},{"issue":"6","key":"ref57","doi-asserted-by":"crossref","first-page":"2315","DOI":"10.1523\/JNEUROSCI.20-06-02315.2000","article-title":"Spectral-temporal receptive fields of nonlinear auditory neurons obtained using natural sounds","volume":"20","author":"FE Theunissen","year":"2000","journal-title":"Journal of Neuroscience"},{"issue":"4","key":"ref58","doi-asserted-by":"crossref","first-page":"1723","DOI":"10.1152\/jn.00632.2001","article-title":"Representation of spectral and temporal envelope of twitter vocalizations in common marmoset primary auditory cortex","volume":"87","author":"SS Nagarajan","year":"2002","journal-title":"Journal of Neurophysiology"},{"issue":"2","key":"ref59","doi-asserted-by":"crossref","first-page":"1470","DOI":"10.1152\/jn.00769.2006","article-title":"Acoustic features of rhesus vocalizations and their representation in the ventrolateral prefrontal cortex","volume":"97","author":"YE Cohen","year":"2007","journal-title":"Journal of Neurophysiology"},{"issue":"1","key":"ref60","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1007\/s10827-006-7059-4","article-title":"Sound representation methods for spectro-temporal receptive field estimation","volume":"21","author":"P Gill","year":"2006","journal-title":"Journal of computational neuroscience"},{"key":"ref61","article-title":"Proceedings Neurocomp","author":"S Deneve","year":"2008"},{"key":"ref62","doi-asserted-by":"crossref","first-page":"e0124088","DOI":"10.1371\/journal.pone.0124088","article-title":"Nonlinear Spike-And-Slab Sparse Coding for Interpretable Image Encoding","volume":"10","author":"JA Shelton","year":"2015","journal-title":"PLoS ONE"},{"key":"ref63","doi-asserted-by":"crossref","first-page":"1199","DOI":"10.1162\/08997660152002834","article-title":"Generalization in Interactive Networks: The Benefits of Inhibitory Competition and Hebbian Learning","volume":"13","author":"RC O\u2019Reilly","year":"2001","journal-title":"Neural Computation"},{"issue":"10","key":"ref64","doi-asserted-by":"crossref","first-page":"2805","DOI":"10.1162\/neco.2009.07-07-584","article-title":"Receptive Field Self-Organization in a Model of the Fine-Structure in V1 Cortical Columns","volume":"21","author":"J L\u00fccke","year":"2009","journal-title":"Neural Computation"},{"issue":"9","key":"ref65","doi-asserted-by":"crossref","first-page":"e1005070","DOI":"10.1371\/journal.pcbi.1005070","article-title":"Nonlinear Hebbian learning as a unifying principle in receptive field formation","volume":"12","author":"CS Brito","year":"2016","journal-title":"PLoS Computational Biology"},{"key":"ref66","doi-asserted-by":"crossref","first-page":"e31557","DOI":"10.7554\/eLife.31557","article-title":"Sensory cortex is optimized for prediction of future input","volume":"7","author":"Y Singer","year":"2018","journal-title":"eLife"},{"key":"ref67","first-page":"181","article-title":"Speech separation by humans and machines","author":"D Wang","year":"2005"},{"key":"ref68","doi-asserted-by":"crossref","unstructured":"Smaragdis P, Brown JC. Non-negative matrix factorization for polyphonic music transcription. In: IEEE workshop on applications of signal processing to audio and acoustics. vol. 3. New York; 2003. p. 177\u2013180.","DOI":"10.1109\/ASPAA.2003.1285860"},{"key":"ref69","doi-asserted-by":"crossref","unstructured":"Schmidt MN, Olsson RK. Single-channel speech separation using sparse non-negative matrix factorization. In: Ninth International Conference on Spoken Language Processing; 2006.","DOI":"10.21437\/Interspeech.2006-655"},{"issue":"23","key":"ref70","doi-asserted-by":"crossref","first-page":"3311","DOI":"10.1016\/S0042-6989(97)00169-7","article-title":"Sparse coding with an overcomplete basis set: A strategy employed by V1?","volume":"37","author":"BA Olshausen","year":"1997","journal-title":"Vision Research"},{"key":"ref71","doi-asserted-by":"crossref","unstructured":"Olshausen BA, Cadieu CF, Warland DK. Learning real and complex overcomplete representations from the statistics of natural images. vol. 7446. SPIE; 2009. p. 74460S.","DOI":"10.1117\/12.825882"},{"issue":"4","key":"ref72","doi-asserted-by":"crossref","first-page":"827","DOI":"10.1162\/NECO_a_00247","article-title":"Learning intermediate-level representations of form and motion from natural movies","volume":"24","author":"CF Cadieu","year":"2012","journal-title":"Neural Computation"},{"key":"ref73","unstructured":"Turner RE. Statistical Models for Natural Sounds. PhD Thesis. Gatsby Computational Neuroscience Unit, UCL; 2010."},{"issue":"23","key":"ref74","doi-asserted-by":"crossref","first-page":"6171","DOI":"10.1109\/TSP.2014.2362100","article-title":"Time-Frequency Analysis as Probabilistic Inference","volume":"62","author":"RE Turner","year":"2014","journal-title":"IEEE Transactions on Signal Processing"},{"key":"ref75","unstructured":"Van Den Oord A, Dieleman S, Zen H, Simonyan K, Vinyals O, Graves A, et al. Wavenet: A generative model for raw audio. CoRR abs\/160903499. 2016;."},{"key":"ref76","unstructured":"Sheikh AS, Dai Z, Harper N, Turner R, L\u00fccke J. Maximal causes for a masking based model of STRFs in primary auditory cortex; In: Proceedings COSYNE; 2015. p. II\u201347."},{"key":"ref77","unstructured":"Ilin A, Valpola H. On the effect of the form of the posterior approximation in variational learning of ICA models. In: Proceedings ICA; 2003. p. 915\u2013920."},{"key":"ref78","first-page":"1","article-title":"Bayesian Time Series Models","author":"RE Turner","year":"2011"}],"updated-by":[{"DOI":"10.1371\/journal.pcbi.1006595","type":"new_version","label":"New version","source":"publisher","updated":{"date-parts":[[2019,2,20]],"date-time":"2019-02-20T00:00:00Z","timestamp":1550620800000}}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,14]],"date-time":"2024-07-14T01:27:17Z","timestamp":1720920437000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1006595"}},"subtitle":[],"editor":[{"given":"Fr\u00e9d\u00e9ric E.","family":"Theunissen","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2019,1,17]]},"references-count":78,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2019,1,17]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1006595","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1,17]]}}}