2007:

Heisele, B., T. Serre and T. Poggio. A Component-based Framework for Face Detection and Identification, International Journal of Computer Vision, to appear 2007.

Serre, T., A. Oliva and T. Poggio. A Feedforward Architecture Accounts for Rapid Categorization, Proceedings of the National Academy of Sciences (PNAS), Vol. 104, No. 15, 6424-6429, 2007.

Serre, T., L. Wolf, S. Bileschi, M. Riesenhuber and T. Poggio. Object Recognition with Cortex-like Mechanisms, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29, 3, 411-426, 2007.

2006:

Caponnetto, A. and A. Rakhlin. Stability Properties of Empirical Risk Minimization over Donsker Classes, Journal of Machine Learning Research, Vol. 7, 2565-2583, 2006.

Kreiman, G., C.P. Hung, A. Kraskov, R.Q. Quiroga, T. Poggio and J.J. DiCarlo. Object Selectivity of Local Field Potentials and Spikes in the Macaque Inferior Temporal Cortex, Neuron, Vol. 49, 433-445, 2006.

Mukherjee, S., P. Niyogi, T. Poggio and R. Rifkin. Learning Theory: Stability is Sufficient for Generalization and Necessary and Sufficient for Consistency of Empirical Risk Minimization, Advances in Computational Mathematics, 25, 161-193, 2006.

Tropea, D., G. Kreiman, A. Lyckman, S. Mukherjee, H. Yu, S. Horng and M. Sur. Distinct Gene Systems Mediating Activity-dependent Plasticity in Visual Cortex, Nature Neuroscience, 9, 660-668, 2006.

2005:

Das, S. "A Learning Market-Maker in the Glosten-Milgrom Model," Quantitative Finance, Vol. 5, No. 2, 169-180, April 2005.

Freedman, D.J., M. Riesenhuber, T. Poggio and E.K. Miller. Experience-Dependent Sharpening of Visual Shape Selectivity in Inferior Temporal Cortex, Cerebral Cortex, December 2005.

Han, K., G. Yeo, P. An, C.B. Burge and P.J. Grabowski. A Combinatorial Code for Splicing Silencing: UAGG and GGGG Motifs, PLoS Biology, Vol. 3, Issue 5, e158, 0001-0018, May 2005.

Hung, C.P., G. Kreiman, T. Poggio and J.J. DiCarlo. Fast Readout of Object Identity from Macaque Inferior Temporal Cortex, Science, Vol. 310, 863-866, 2005.

Quiroga, R.Q., L. Reddy, G. Kreiman, C. Koch and I. Fried. Invariant Visual Representation by Single Neurons in the Human Brain, Nature-Letters, Vol. 435, 1102-1107, June 2005.

Rakhlin, A., S. Mukherjee and T. Poggio. Stability Results in Learning Theory, Analysis and Applications, Vol. 3, No. 4, 397-417, 2005.

Rakhlin, A., D. Panchenko and S. Mukherjee. Risk Bounds for Mixture Density Estimation, ESAIM: Probability and Statistics, Vol. 9, 220-229, June 2005.

Sweet-Cordero, A., S. Mukherjee, A. Subramanian, H. You, J.J. Roix, C. Ladd-Acosta, J. Mesirov, T.R. Golub and T. Jacks. An Oncogenic KRAS2 Expression Signature Identified by Cross-species Gene-expression Analysis, Nature Genetics, 37, 1, 48-55, 2005.

Yeo, G., E. Van Nostrand, D. Holste, T. Poggio and C.B. Burge. Identification and Analysis of Alternative Splicing Events Conserved in Human and Mouse, Proceedings of the National Academy of Sciences (PNAS), 102, 8, 2850-2855, 2005.

Wolf, L. and A. Shashua. Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-based Approach, Journal of Machine Learning Research, 6, 1855-1887, 2005.

Zoccolan, D., D.D. Cox and J.J. DiCarlo. Multiple Object Response Normalization in Monkey Infero-temporal Cortex, Journal of Neuroscience, 25(36), 8150-64, 2005.

2004:

Cox, D., E. Meyers and P. Sinha. Contextually Evoked Object-specific Responses in Human Visual Cortex, Science, Vol. 303, No. 5667, 115-117, 2004.

Crick, F., C. Koch, G. Kreiman and I. Fried. Consciousness and Neurosurgery, Neurosurgery, 55, 272-282, 2004.

Kreiman, G. Neural Coding: Computational and Biophysical Perspectives, Physics of Life Reviews, 2, 71-102, 2004.

Kreiman, G. Identification of Sparsely Distributed Clusters of Cis-Regulatory Elements in Sets of Co-expressed Genes, Nucleic Acids Research, 32, 2889-2900, 2004.

Lampl, I., D. Ferster, T. Poggio and M. Riesenhuber. Intracellular Measurements of Spatial Integration and the MAX Operation in Complex Cells of the Cat Primary Visual Cortex, Journal of Neurophysiology, 92, 2704-2713, 2004.

Lorusso, M.L., A. Facoetti, S. Pesenti, C. Cattaneo, M. Molteni and G. Geiger. Wider Recognition in Peripheral Vision Common to Different Subtypes of Dyslexia, Vision Research, 44, 2413-2424, 2004.

Ostrovsky, Y., P. Cavanagh and P. Sinha. "Perceiving Illumination Inconsistencies in Scenes," Perception, under revision.

Poggio, T. Q & A - Discussion, Current Biology, Vol. 14, Issue 23, R985-R986, December 2004.

Poggio, T. and E. Bizzi. Generalization in Vision and Motor Control, Nature, Vol. 431, 768-774, 2004.

Poggio, T.P. and M. Poggio. Francis Harry Compton Crick, Physics Today, 80-81, November 2004.

Poggio, T., R. Rifkin, S. Mukherjee and P. Niyogi. General Conditions for Predictivity in Learning Theory, Nature, Vol. 428, 419-422, 2004.

Riesenhuber, M., I. Jarudi, S. Gilad and P. Sinha. Face Processing in Humans is Compatible with A Simple Shape-based Model of Vision, Proc. R. Soc. Lond. B (Suppl.), DOI 10.1098/rsbl.2004.0216, 04BL0061.S1-04BL0061.S3, 2004.

Rifkin, R. and A. Klautau. In Defense of One-vs-All Classification, Journal of Machine Learning Research, Vol. 5, 101-141, 2004.

Sadr, J. and P. Sinha. "Object Recognition and Random Image Structure Evolution," Cognitive Science, Vol. 28, 259-287, 2004.

Su, A.I., T. Wiltshire, S. Batalov, H. Lapp, K.A. Ching, D. Block, J. Zhang, R. Soden, M. Hayakawa, G. Kreiman, M.P. Cooke, J.R. Walker and J.B. Hogenesc. A Gene Atlas of the Mouse and Human Protein-Encoding Transcriptomes," Proceedings of the National Academy of Sciences USA, 101, 6062-6067, 2004.

Wang, Z., M.E. Rolish, G. Yeo, V. Tung, M. Mawson and C.B. Burge. Systematic Identification and Analysis of Exonic Splicing Silencers, Cell, 119, 831-845, 2004.

Yeo, G., D. Holste, G. Kreiman and C. Burge. Variation in Alternative Splicing across Human Tissues, Genome Biology, 5, R74, 2004.

Yeo, G., S. Hoon, B. Venkatesh and C. Burge. Variation in Sequence and Organization of Splicing Regulatory Elements in Vertebrate Genes, Proceedings of the National Academy of Sciences (PNAS), 191(44), 15700-15705, 2004.

2003:

Freedman, D.J., M. Riesenhuber, T. Poggio, and E.K. Miller. Comparison of Primate Prefrontal and Inferior Temporal Cortices during Visual Categorization, Journal of Neuroscience, 23, 5235-5246, 2003.

Giese, M. and T. Poggio. Neural Mechanisms for the Recognition of Biological Movements, Nature Neuroscience Review, Vol. 4, 179-192, March 2003.

Heisele, B. Visual Object Recognition with Supervised Learning, IEEE Intelligent Systems - AI's Second Century, 38-42, May-June 2003.

Heisele, B., P. Ho, J. Wu and T. Poggio. Face Recognition: Component-based versus Global Approaches, Computer Vision and Image Understanding, Vol. 91, No. 1/2, 6-21, 2003.

Heisele, B., T. Serre, S. Prentice and T. Poggio. Hierarchical Classification and Feature Reduction for Fast Face Detection with Support Vector, Pattern Recognition, 36, 2007-2017, 2003.

Mukherjee, S., P. Tamayo, S. Rogers, R. Rifkin, A. Engle, C. Campbell, T.R. Golub and J.P. Mesirov. Estimating Dataset Size Requirements for Classifying DNA Microarray Data, Journal of Computational Biology, 2003, in press.

Nakajima, C., M. Pontil, B. Heisele and T. Poggio. Full-body Person Recognition System, Pattern Recognition, 36, 1997-2006, 2003.

Poggio, T. and S. Smale. The Mathematics of Learning: Dealing with Data, Notices of the American Mathematical Society (AMS), Vol. 50, No. 5, 537-544, 2003. (See journal issue at AMS Notices.)

Rifkin, R., S. Mukherjee, P. Tamayo, S. Ramaswamy, C.-H. Yeang, M. Angelo, M. Reich, T. Poggio, E.S. Lander, T.R. Golub and J.P. Mesirov. An Analytical Method for Multi-class Molecular Cancer Classification, SIAM Reviews Vol. 45, No. 4, 706-723, 2003.

Russell, R. "Sex, Beauty and the Relative Luminance of Facial Features," Perception, Vol. 32, 1093-1107, 2003.

Sadr, J., I. Jarudi and P. Sinha. "The Role of Eyebrows in Face Recognition," Perception, 32, 285-293, 2003.

Sinha, P. "The Use of 2-D Similarity Metrics for 3-D Object Recognition," IETE Journal of Research, Vol. 49, Nos. 2 and 3, 113-125, 2003.

2002:

Freedman, D.J., M. Riesenhuber, T. Poggio, and E.K. Miller. Visual Categorization and the Primate Prefrontal Cortex: Neurophysiology and Behavior, Journal of Neurophysiology, 88, 930-942, 2002.

Kreiman, G., I. Fried, and C. Koch. Single Neuron Correlates of Subjective Vision in the Human Medial Temporal Lobe, Proceedings of the National Academy of Sciences, USA 99, 8378-8383, 2002.

Miller, L.D., P.M. Long, L. Wong, S. Mukherjee, L.M. McShane and E.T. Liu. Optimal Gene Expression Analysis by Microarrays, Cancer Cell, Vol. 2, 353-361, 2002.

Pollak, S. and P. Sinha. "Enhanced Perceptual Sensitivity for Anger among Physically Abused Children," Developmental Psychology, Vol. 38, No. 5, 784-791, 2002.

Pomeroy, S.L., P. Tamayo, M. Gaasenbeek, L.M. Sturia, M. Angelo, M.E. McLaughlin, J.Y.H. Kim, L.C. Goumnerova, P.M. Black, C. Lau, J.C. Allen, D. Zagzag, M.M. Olson, T. Curran, C. Wetmore, J.A. Biegel, T. Poggio, S. Mukherjee, R. Rifkin, A. Califano, G. Stolovitzky, D. N. Louis, J.P. Mesirov, E.S. Lander and T.R. Golub. Prediction of Central Nervous System Embryonal Tumour Outcome Based on Gene Expression, Nature (Letters to Nature, 415, 436-442, 2002.

Riesenhuber, M. and T. Poggio. Neural Mechanisms of Object Recognition, Current Opinion in Neurobiology, 12, 162-168, 2002.

Sadr, J. and P. Sinha. "Assessing Visual function using Random Image Structure Evolution," Cognitive Science, 2002 (to appear).

Sinha, P. "Recognizing Complex Patterns," Nature Neuroscience, Vol 5 (supl.), 1093-1097, 2002.

Sinha, P. "Neurally Inspired Strategies for Face, Voice and Handwriting Recognition," Nature Neuroscience, 2002 (to appear).

Sinha, P. and T. Poggio. United We Stand: The Role of Head Structure in Face Recognition, Perception, 31/1, 133, 2002.

Yip, A. and P. Sinha. "Role of Color in Face Recognition," Perception, Vol. 31, 995-1003, 2002.

Yu, A.J., M.A. Giese and T. Poggio. "Biophysiologically Plausible Implementations of the Maximum Operation," Neural Computation, Vol. 14, No. 12, 2857-2881, 2002.

2001:

Chapelle, O., V. Vapnik, O. Bousquet and S. Mukherjee. Choosing Multiple Parameters for Support Vector Machines, Machine Learning - Special Issue on Support Vector Machines, 2001.

Freedman, D.J., M. Riesenhuber, T. Poggio and E.K. Miller. Categorical Representation of Visual Stimuli in the Primate Prefrontal Cortex, Science, 291, 312-316, 2001.

Mohan, A., C. Papageorgiou and T. Poggio. Example-based Object Detection in Images by Components, IEEE (PAMI), Vol. 23, No. 4, 349-361, April 2001.

Ramaswamy, S., P. Tamayo, R. Rifkin, S. Mukherjee, C.-H. Yeang, M. Angelo, C. Ladd, M. Reich, E. Latulippe, J.P. Mesirov, T. Poggio, W. Gerald, M. Loda, E.S. Lander, and T.R. Golub. Multiclass Cancer Diagnosis Using Tumor Gene Expression Signatures, PNAS, Vol. 98, No. 26, 15149-15154, December 2001.

Sinha, P. "Role of Motion Integration in Contour Perception," Vision Research, Vol. 41(6), 705-710, 2001.

2000:

De Mori, R. and T. Poggio. "Information Retrieval e Biblioteche Digitali," Technology Review: Edizione Italiana, 13, 1, February 2000.

Evgeniou, T., M. Pontil and T. Poggio. Statistical Learning Theory: A Primer, International Journal of Computer Vision, 38, 1, 9-13, 2000.

Evgeniou, T., Pontil, M. and T. Poggio. Regularization Networks and Support Vector Machines, Advances in Computational Mathematics, 13, 1, 1-50, 2000.

Ezzat, T. and T. Poggio. Visual Speech Synthesis by Morphing Visemes, International Journal of Computer Vision, 38, 1, 45-57, 2000.

Giese, M.A. and T. Poggio. Morphable Models for the Analysis and Synthesis of Complex Motion Pattern, International Journal of Computer Vision, 38, 1, 59-73, 2000.

Mohan, A., C. Papageorgiou and T. Poggio. "Example Based Object Detection in Images by Components," IEEE PAMI, in press.

Papageorgiou, C. and T. Poggio. A Trainable System for Object Detection, International Journal of Computer Vision, 38, 1, 15-33, 2000.

Poggio, T. "Second Wave of Network Technologies," The Future of Software, 1, 1, 84-85, Winter 2000/2001.

Poggio, T. and A. Verri. Introduction: Learning and Vision at CBCL, International Journal of Computer Vision, 38, 1, 5-7, 2000.

Riesenhuber, M., and T. Poggio. Models of Object Recognition, Nature Neuroscience, 3 Supp., 1199-1204, 2000.

Shelton, C. Morphable Surface Models, International Journal of Computer Vision, 38, 1, 75-91, 2000.

Sinha, P. "The Perception of Gaze Direction," Perception, 2000 (to appear).

1999:

Bizzi, E., P. Saltiel and M.C. Tresch. "Spinal Cord Modules and the Organization of Motor Behavior," Neuron, 1999, in press.

Giese, M.A. "Quick Work but Variable Quality," Nature, 401, 13, 1999.

Giese, M.A. Evidence for Multi-functional Interactions in Early Visual Motion Processing, Trends in Neurosciences, Vol. 22, No. 7, 287-290, 1999.

Jaakkola, T., and M.I. Jordan. "Bayesian Logistic Regression: A Variational Approach," Statistics and Computing, in press.

Jaakkola, T. and M.I. Jordan. "Variational Probabilistic Inference and the QMR-DT Network," Journal of Artificial Intelligence Research, 10, 291-322, 1999.

Jancke, D., Erlhagen, W., Dinse, H.R., Akhavan, A.C., Giese, M.A, Steinhage, A. and Schöner, G. "Population Representation of Retinal Position in Cat Primary Visual Cortex: Interaction and Dynamics," Journal of Neuroscience, 22, 287-290, 1999.

Jordan, M. I., Z. Ghahramani, T.S. Jaakkola and L.K. Saul. "An Introduction to Variational Methods for Graphical Models," Machine Learning, in press.

Koch, C. and T. Poggio. "Predicting the Visual World: Silence is Golden," Nature Neuroscience, Vol. 2, No. 1, 9-10, January 1999.

Loeb, E., S. Giszter, P. Saltiel, F.A. Mussa-Ivaldi and E. Bizzi. "Output Units of Motor Behavior: An Experimental and Modeling Study," J. Cognitive Neuroscience, 1999, in press.

Niyogi, P. and F. Girosi. Generalization Bounds for Function Approximation from Scattered Noisy Data, Advances in Computational Mathematics, Vol. 10, 51-80, 1999.

Poggio, T. and Shelton, C. Machine Learning, Machine Vision and the Brain, AI Magazine, Vol. 20, No. 3, 37-55, 1999.

Rachlevsky-Reich, B., I. Ben-Shaul, N. Tung Chan, A. Lo and T. Poggio. GEM: A Global Electronic Market System, Information Systems, Vol. 24, No. 6, p. 495-518, 1999.

Riesenhuber, M. and T. Poggio. Hierarchical Models of Object Recognition in Cortex, Nature Neuroscience, 2, 1019-1025, 1999.

Riesenhuber, M. and T. Poggio. Are Cortical Models Really Bound by the 'Binding Problem'?, Neuron 24, 87-93, 1999.

Saul, L. K., and M.I. Jordan. "Mixed Memory Markov Models: Decomposing Complex Stochastic Processes as Mixture of Simpler Ones," Machine Learning, in press.

Tresch, M.C., P. Saltiel and E. Bizzi. "The Construction of Movement by the Spinal Cord," Nature Neuroscience, 2:162-167, 1999.

Tresch, M.C. and E. Bizzi. "Movements evoked from microstimulation of the Spinal Cord in the Chronically Spinalized Rat: Basic Characteristics and Relationship to Spinal Cutaneous Systems," Exp. Brain Research, 1999, in press.

1998:

Bizzi, E. and F.A. Mussa-Ivaldi. "Neural Basis of Motor Control and Its Cognitive Implication," Trends in Cognitive Science, 2 3: 97-102, 1998.

Bizzi, E. and F.A. Mussa-Ivaldi. "The Acquisition of Motor Behavior," Daedalus, 127, 217-232, 1998.

Bizzi, E., P. Saltiel and M.C. Tresch. "Modular Organization of Motor Behavior," Zeitschrift fuumler Naturforschung, 53C, 510-517, 1998.

D'Avella, A. and E. Bizzi. "Low Dimensionality of Supraspinally Induced Force Fields," Proc. of the National Academy of Science, 95, 7711-7714, 1998.

Finn, P., Kavraki, L., Latombe, J.C., Motwani, R., Shelton, C., Venkatasubramanian, S. and Yao, A. RAPID: Randomized Pharmacophore Identification for Drug Design, Computational Geometry: Theory and Applications, Vol. 10, No. 4, 1998.

Girosi, F. An Equivalence between Sparse Approximation and Support Vector Machines, Neural Computation, Vol. 10, 1455-1480, 1998.

Giszter, S., E. Loeb, F.A. Mussa-Ivaldi and E. Bizzi. "Spatial Maps of Forces and Muscle Activity in Lumbar Spinal Cord of the Spinal Frog Elicited by microstimulation," Exp. Brain Research, submitted, 1998.

Halperin, D. and Shelton, C.R. "A Perturbation Scheme for Spherical Arrangements with Application to Molecular Modeling," Computational Geometry: Theory and Applications, Vol. 10, No. 4, 273-288, 1998.

Houde, J. and M.I. Jordan. "Adaptation in Speech Production," Science, 279, 1213-1216, 1998.

Jones, M. and T. Poggio. Multidimensional Morphable Models: A Framework for Representing and Matching Object Classes, International Journal of Computer Vision, Vol. 29, No. 2, 107-131, 1998.

Lemay, M.A., J.E. Galagan, N. Hogan and E. Bizzi. "Recruitment Properties of Spinal Cord Force Fields in the Spinalized Frog," IEEE TRE BME, submitted in 1998.

Massberg, W., Weigt, D., Giese, M.A., Steinhage, A.and Schöner G. "Selbstorganisierende Fertigungssteuerung: Selbstorganisierendes Modell der Fertigungssteuerung auf der Basis Neuronaler Dynamik," WT Werkstatt Technik, Vol. 78, No. 98, 329-332, 1998.

Massberg, W., Weigt, D., Giese, M.A., Steinhage, A. and Schöner, G. "Modelle der Fertigungssteuerung: Möglichkeiten und Grenzen bestehender Modelle der Fertigungssteuerung," WT Werkstatt Technik, Vol. 3, No. 98, 97-100, 1998.

Poggio, T. and F. Girosi. A Sparse Representation for Function Approximation, Neural Computation, Vol. 10, No. 6, 1445-14454, 1998.

Pontil, M. and A. Verri. Object Recognition with Support Vector Machines. In: IEEE Trans. Pattern Anal. Mach. Intell., Vol. 20, 637-646, 1998.

Pontil, M. and A. Verri. Properties of Support Vector Machines, Neural Computation, Vol. 10, pp. 955-974, 1998.

Riesenhuber, M., H.U. Bauer, D. Brockmann, and T. Geisel. Breaking Rotational Symmetry in a Self-Organizing Map-Model for Orientation Map Development, Neural Computation, 10, 717-730, 1998.

Sabes, P., M.I. Jordan and D.M. Wolpert. "The Role Inertial Sensitivity in Motor Planning. Journal of Neuroscience, 18, 5948-5959, 1998.

Saltiel, P., M.C. Tresch and E. Bizzi. "Spinal Cord Modular Organization and Rhythm Generation: An NMDA Iontophoretic Study in the Frog," J. Neurophysiol., 80: 2323-2339, 1998.

Sung, K.K. and T. Poggio. "Example-Based Learning for View-Based Human Face Detection," IEEE PAMI, Vol. 20, No. 1, 39-51, 1998.

Todorov, E. and M. Jordan. "Smoothness Maximization along a Predefined Path Accurately Predicts the Speed Profiles of Complex Arm Movements," Journal of Neurophysiology, 80, 696-714, 1998.

Vetter, T. "Synthesis of Novel Views from a Single Face Image," International Journal of Computer Vision, Vol. 28, No. 2, 103-116, 1998.

1997:

Anderson, B.L. and P. Sinha. "Reciprocal Interactions between Occlusion and Motion Computations," Proceedings of the National Academy of Sciences, Vol. 94, 3477-3480, 1997.

Dill, M. and M. Fahle. "The Role of Visual Field Position in Pattern-Discrimination Learning," Proceedings of Royal Society London, B. 264, 1031-1036, 1997.

Dill, M. and M. Fahle. "Limited Translation Invariance of Human Visual Pattern Recognition," Perception and Psychophysics, 60(1), 65-81, 1997.

Ghahramani, Z. and M.I. Jordan. "Factorial Hidden Markov Models," Machine Learning, 29, 245-273, 1997.

Jones, M., P. Sinha, T. Vetter, and T. Poggio. "Top-Down Learning of Low-Level Vision Tasks," Current Biology, Vol. 7, No. 12, 991-994, 1997.

O'Toole, A.J., T. Vetter, H. Volz and E.M. Salter. "Three-dimensional Caricatures of Human Heads: Distinctiveness and the Perception of Facial Age," Perception, 26, 719-732, 1997.

O'Toole, A.J., T. Vetter, N.F. Toje and H.H. Bülthoff. "Sex Classification is Better with Three-Dimensional Head Structure than with Texture," Perception, 26, 75-84, 1997.

Sabes, P. and M.I. Jordan. "Obstacle Avoidance and A Perturbation Sensitivity Model for Motor Planning," Journal of Neuroscience, 17, 7119-7128, 1997.

Schoelkopf, B., K.K. Sung, C. Burges, F. Girosi, P. Niyogi, T. Poggio and V. Vapnik. Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers, IEEE Transactions on Signal Processing, Vol. 45, No. 11, 2758-2765, 1997.

Sinha, P. and T. Poggio. "Response to 'Comment' article by Lamouret, Cornilleau-Peres and Droulez," Cognitive Sciences, Vol. 1, No. 2, 43-84, 1997.

Smyth, P., Heckerman, D., and M.I. Jordan. "Probabilistic Independence Networks for Hidden Markov Probability Models," Neural Computation, 9, 227-270, 1997.

Todorov, E., R. Shadmehr and E. Bizzi. "Accelerated Learning of a Difficult Task through Training in a Virtual Environment," J. Motor Behav., 1997, in press.

Vetter, T. and N.F. Troje. "Separation of Texture and Shape in Images of Faces for Image Coding and Synthesis," Journal of the Optical Society of America, 14:9, 2152-2161, 1997.

1996:

Alpaydin, E., and M.I. Jordan. "Local Linear Perceptrons for Classification," IEEE Transactions on Neural Networks, 7, 788-792, 1996.

Bauer, H.U., M. Riesenhuber and T. Geisel. Phase Diagrams of Self-Organizing Maps, Physical Review E 54, 2807-2810, 1996.

Beymer, D. and T. Poggio. Image Representation for Visual Learning, Science, 272, 1905-1909, 1996.

Beymer, D. and T. Poggio. "Learning to See," IEEE Spectrum, 60-69, May 1996.

Brashers-Krug, T., R. Shadmehr and E. Bizzi. "Consolidation in Human Motor Learning," Nature, 382: 252-255, 1996.

Cohn, D., Z. Ghahramani and M.I. Jordan. "Active Learning with Statistical Models," Journal of Artificial Intelligence Research, 4, 129-145, 1996.

Gandolfo, F., F.A. Mussa-Ivaldi and E. Bizzi. "Motor Learning by Field Approximation," Proc. of the National Academy of Science, 93: 3843-3846, 1996.

Ghahramani, Z., D. Wolpert and M.I. Jordan. "Generalization to Local Remappings of the Visuomotor Coordinate Transformation," Journal of Neuroscience, 16, 7085-7096, 1996.

Jordan, M. I. and C. Bishop. "Neural Networks,"Computing Surveys, 28, 73-75, 1996.

McIntyre, J., F.A. Mussa-Ivaldi and E. Bizzi. "The Control of Stable Postures in the Multi-joint Arm," Exp. Brain Res., Brain Res., 110: 248-264, 1996.

Riesenhuber, M., H.U. Bauer and T. Geisel. Analyzing Phase Transitions in High-Dimensional Self-Organizing Maps, Biological Cybernetics 75, 397-407, 1996.

Saul, L.K., T. Jaakkola and M.I. Jordan. "Mean Field Theory for Sigmoid Belief Networks," Journal of Artificial Intelligence Research, 4, 61-76, 1996.

Sinha, P. "The Coherence of Subjective Gratings," Vision Research, 36(22), 3661-3665, 1996.

Sinha, P. and T. Poggio. "I think I Know that Face...," Nature (Correspondence), Vol. 384, No. 6608, 404, 1996.

Sinha, P. and T. Poggio. "Role of Learning in Three-dimensional Form Perception," Nature, Vol. 384, No. 6608, 460-463, 1996.

Xu, L. and M.I. Jordan. "On Convergence Properties of the EM Algorithm for Gaussian Mixtures," Neural Computation, 8, 129-151, 1996.

1995:

Bizzi, E., S.F. Giszter, E. Loeb, F.A. Mussa-Ivaldi and P. Saltiel. "Modular Organization of Motor Behavior in the Frog's Spinal Cord," Trends in Neuroscience, 18: 442-445, 1995.

Brunelli, R., D. Falavigna, T. Poggio and L. Stringa. "Automatic Person Recognition by Acoustic and Geometric Features," Machine Vision and Applications, Vol. 8, 317-325, 1995.

Fahle, M., S. Edelman, and T. Poggio. "Fast Perceptual Learning in Visual Hyperacuity," Vision Research, Vol. 35, 21, 3003-3013, 1995.

Girosi, F., M. Jones, and T. Poggio. Regularization Theory and Neural Networks Architectures, Neural Computation, Vol. 7, No. 2, 219-269, 1995.

Jordan, M. I. "The Organization of Action Sequences: Evidence from a Relearning Task," Journal of Motor Behavior, 27, 179-192, 1995.

Jordan, M. I. and L. Xu. "Convergence Results for the EM Approach to Mixtures-of-Experts Architectures," Neural Networks, 8, 1409-1431, 1995.

Logothetis, N.K, J. Pauls, and T. Poggio. "Shape Representation in the Inferior Temporal Cortex of Monkeys," Current Biology, Vol. 5, No. 5, 552-563, 1995.

Sung, K.K. and T. Poggio. Finding Human Faces with a Gaussian Mixture Distribution-based Face Model, Recent Progress in Computer Vision, LNCS Series, Springer-Verlag, 1995.

Vetter, T., A. Hurlbert, and T. Poggio. "View-based Models of 3D Object Recognition: Invariance to Imaging Transformations," Cerebral Cortex, Vol. 5, No. 3, 261-269, 1995.

Wolpert, D., Z. Ghahramani and M.I. Jordan. "Are Arm Trajectories Planned in Kinematic or Dynamic Coordinates? An Adaptation Study," Experimental Brain Research, 103, 460-470, 1995.

Wolpert, D., Z. Ghahramani and M.I. Jordan. "An Internal forward Model for Sensorimotor Integration," Science, 269, 1880-1882, 1995.