Stochastic Complexity in Statistical Inquiry

Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects

Rao, R. P. N., & Ballard, D. H. (1999) · Nature Neuroscience · doi:10.1038/4580 · Cited by 5,483

Learning Deep Architectures for AI

Bengio, Y. (2009) · now publishers, Inc. eBooks · doi:10.1561/9781601982957 · Cited by 4,941

Untitled work

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An entropy criterion for assessing the number of clusters in a mixture model

Celeux, G., & Soromenho, G. (1996) · Journal of Classification · doi:10.1007/bf01246098 · Cited by 2,448

Model Selection: An Integral Part of Inference

Buckland, S. T., Burnham, K. P., & Augustin, N. H. (1997) · Biometrics · doi:10.2307/2533961 · Cited by 1,717

The "Wake-Sleep" Algorithm for Unsupervised Neural Networks

Hinton, G. E., Dayan, P., Frey, B. J., & Neal, R. M. (1995) · Science · doi:10.1126/science.7761831 · Cited by 1,070

Comparing dynamic causal models.

Penny, W. D., Stephan, K. E., Mechelli, A., & Friston, K. J. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.03.026 · Cited by 848

Distributional regularity and phonotactic constraints are useful for segmentation

Brent, M. R., & Cartwright, T. A. (1996) · Cognition · doi:10.1016/s0010-0277(96)00719-6 · Cited by 514

Minimum complexity density estimation

Barron, A. R., & Cover, T. M. (1991) · IEEE Transactions on Information Theory · doi:10.1109/18.86996 · Cited by 497

The Effects of Adding Noise During Backpropagation Training on a Generalization Performance

An, G. (1996) · Neural Computation · doi:10.1162/neco.1996.8.3.643 · Cited by 475

Computational Mechanics: Pattern and Prediction, Structure and Simplicity

Shalizi, C. R., & Crutchfield, J. P. (2001) · Journal of Statistical Physics · doi:10.1023/a:1010388907793 · Cited by 471

Predictive coding

Huang, Y., & Rao, R. P. N. (2011) · WIREs Cognitive Science · doi:10.1002/wcs.142 · Cited by 470

Comparison of Akaike information criterion and consistent Akaike information criterion for model selection and statistical inference from capture-recapture studies

Anderson, D. R., Burnham, K. P., & White, G. C. (1998) · Journal of Applied Statistics · doi:10.1080/02664769823250 · Cited by 311

A tutorial introduction to the minimum description length principle

Grunwald, P. (2004) · arXiv · doi:10.48550/arxiv.math/0406077 · Cited by 293

Dynamic Model of Visual Recognition Predicts Neural Response Properties in the Visual Cortex

Rao, R. P. N., & Ballard, D. H. (1997) · Neural Computation · doi:10.1162/neco.1997.9.4.721 · Cited by 290

Morph-based speech recognition and modeling of out-of-vocabulary words across languages

Creutz, M., Hirsimäki, T., Kurimo, M., Puurula, A., Pylkkönen, J., Siivola, V., Varjokallio, M., Arisoy, E., Saraçlar, M., & Stolcke, A. (2007) · ACM Transactions on Speech and Language Processing · doi:10.1145/1322391.1322394 · Cited by 127

Unlimited vocabulary speech recognition with morph language models applied to Finnish

Hirsimäki, T., Creutz, M., Siivola, V., Kurimo, M., Virpioja, S., & Pylkkönen, J. (2006) · Computer Speech & Language · doi:10.1016/j.csl.2005.07.002 · Cited by 124

Wavelet-Improved Score-Based Generative Model for Medical Imaging

Wu, W., Wang, Y., Liu, Q., Wang, G., & Zhang, J. (2024) · IEEE Transactions on Medical Imaging · doi:10.1109/tmi.2023.3325824 · Cited by 105

Computing Accurate Correspondences across Groups of Images

Cootes, T. F., Twining, C. J., Petrovic, V. S., Babalola, K. O., & Taylor, C. J. (2010) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2009.193 · Cited by 70

Untitled work

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