NEUROSCIENCE AND VISUAL PERCEPTION

2007:

Knoblich, U., J. Bouvrie and T. Poggio. Biophysical Models of Neural Computation: Max and Tuning Circuits, CBCL paper, April 20, 2007.

Poggio. T. How the Brain Might Work: The Role of Information and Learning in Understanding and Replicating Intelligence. In: Information: Science and Technology for the New Century, Editors: G. Jacovitt, A. Pettorossi, R. Consolo and V. Senni, Lateran University Press, Quaderni Sefir, 7, pp. 45-61, 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.

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.

Serre, Thomas R. (Ph.D. Thesis, BCS, MIT, March 2006): Learning a Dictionary of Shape-Components in Visual Cortex: Comparison with Neurons, Humans and Machines.

Serre, T. Learning a Dictionary of Shape-Components in Visual Cortex: Comparison with Neurons, Humans and Machines, CBCL Paper #260/AI Technical Report #028, Massachusetts Institute of Technology, Cambridge, MA, March, 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:

Balas, B. Using Computational Models to Study Texture Representations in the Human Visual System, CBCL Paper #244/AI Memo #2005-002, Massachusetts Institute of Technology, Cambridge, MA, February, 2005.

Cadieu, Charles F. (S.M. Thesis, EECS, MIT, May 2005): Modeling Shape Representation in Visual Cortex Area V4.

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.

Geiger, G. and D. Amara. Towards the Prevention of Dyslexia, CBCL Paper #256/AI Memo #2005-029, Massachusetts Institute of Technology, Cambridge, MA, October 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.

Kreiman, G., I. Fried and C. Koch. Responses of Single Neurons in the Human Brain during Flash Suppression. In: Binocular Rivalry and Perceptual Ambiguity, (Eds.) R. Blake and D. Alais, MIT Press, Cambridge, MA, Chapter 12, 213-230, 2005.

Serre, T., M. Kouh, C. Cadieu, U. Knoblich, G. Kreiman and T. Poggio. A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex, CBCL Paper #259/AI Memo #2005-036, Massachusetts Institute of Technology, Cambridge, MA, October, 2005.

Sigala, R., T. Serre, T. Poggio and M. Giese. Learning Features of Intermediate Complexity for the Recognition of Biological Motion. In: ICANN 2005, Warsaw, Poland, 241-246, September 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.

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.

Kreiman, G., I. Fried and C. Koch. Responses of Single Neurons in the Human Brain during Flash Suppression. In: Binocular Rivalry and Perceptual Ambiguity, (Eds.) R. Blake and D. Alais, MIT Press, Cambridge, MA, Chapter 12, 2005, to appear.

Kreiman, G., C. Hung, T. Poggio and J. DiCarlo. Selectivity of Local Field Potentials in Macaque Inferior Temporal Cortex, CBCL Paper #240/AI Memo #2004-020, Massachusetts Institute of Technology, Cambridge, MA, September, 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.

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.

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.

Riesenhuber, M., I. Jarudi, S. Gilad and P. Sinha Face Processing in Humans is Compatible with a Simple-Shape-based Model of Vision, CBCL Paper #236/AI Memo #2004-006, Massachusetts Institute of Technology, Cambridge, MA, March, 2004.

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

Schneider, R. and M. Riesenhuber. On the Difficulty of Feature-based Attentional Modulations in Visual Object Recognition: A Modeling Study, CBCL Paper #235/AI Memo #2004-004, Massachusetts Institute of Technology, Cambridge, MA, February, 2004.

Serre, T. and M. Riesenhuber. Realistic Modeling of Simple and Complex Cell Tuning in the HMAX Model, and Implications for Invariant Object Recognition in Cortex, CBCL Paper #239/AI Memo #2004-017, Massachusetts Institute of Technology, Cambridge, MA, August, 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.

2003:

Balas, B.J. and P. Sinha. Dissociated Dipoles: Image Representation Via Non-localComparisons, CBCL Paper #229/AI Memo #2003-018, Massachusetts Institute of Technology, Cambridge, MA, August 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.

Jarudi, I.N. and P. Sinha. Relative Contributions of Internal and External Features to Face Recognition, CBCL Paper #225/AI Memo #2003-004, Massachusetts Institute of Technology, Cambridge, MA, March 2003.

Kouh, M. and M. Riesenhuber. Investigating Shape Representation in Area V4 with HMAX: Orientation and Grating Selectivities, CBCL Paper #231/AIM #2003-021, Massachusetts Institute of Technology, Cambridge, MA, September 2003.

Riesenhuber, M. and T. Poggio. How Visual Cortex Recognizes Objects: The Tale of the Standard Model. In: The Visual Neurosciences, (Eds. L.M. Chalupa and J.S. Werner), MIT Press, Cambridge, MA, Vol. 2, 1640-1653, 2003.

Rosen, E. Face Representation in Cortex: Studies Using a Simple and Not So Special Model, CBCL Paper #228/AI Technical Report #2003-010, Massachusetts Institute of Technology, Cambridge, MA, June 2003.

Rosen, Ezra (S.M. Thesis, EECS, MIT, May 2003): Face Representation in Cortex: Studies Using a Simple and Not So Special Model.

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

2002:

Bülthoff, H.H., S.-W. Lee, T. Poggio and C. Wallraven (Eds.), Biologically Motivated Computer Vision, Proceedings of Second International Workshop, BMCV 2002, Tübingen, Germany, November 22-24, 2002, Vol. 2525 of Lecture Notes in Computer Science, Springer, New York, 2002.

Fahle, M. and T. Poggio (Eds.). Perceptual Learning, MIT Press, Cambridge, MA, 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.

Giese, M.A. and T. Poggio. Biologically Plausible Neural Model for the Recognition of Biological Motion and Actions, CBCL Paper #219/AI Memo #2002-012, Massachusetts Institute of Technology, Cambridge, MA, August 2002.

Giese, M.A. and X. Xie. Exact Solution of the Nonlinear Dynamics of Recurrent Neural Mechanisms for Direction Selectivity, CBCL Paper #220/AI Memo #2002-013, Massachusetts Institute of Technology, Cambridge, MA, August 2002.

Knoblich, U., D. Freedman and M. Riesenhuber. Categorization in IT and PFC: Model and Experiments, CBCL Paper #216/AI Memo #2002-007, Massachusetts Institute of Technology, Cambridge, MA, April 2002.

Knoblich, U. and M. Riesenhuber. Stimulus Simplification and Object Representation: A Modeling Study, CBCL Paper #215/AI Memo #2002-004, Massachusetts Institute of Technology, Cambridge, MA, March 2002.

Knoblich, U., M. Riesenhuber, D.J. Freedman, E.K. Miller and T. Poggio. Visual Categorization: How the Monkey Brain Does It. In: Biologically Motivated Computer Vision, Second International Workshop (BMCV 2002), Tübingen, Germany, 273-281, 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.

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

Sadr, J., S. Mukherjee, K. Thoresz, and P. Sinha. "The Fidelity of Local Ordinal Encodings." In: Advances in Neural Information Processing Systems, (Eds.) T. Dietterich, S. Becker and Z. Ghahramani; MIT Press: Cambridge, MA, 2002.

Schneider, R. and M. Riesenhuber. A Detailed Look at Scale and Translation Invariance in a Hierarchical Neural Model of Visual Object Recognition, CBCL Paper #218/AI Memo #2002-011, Massachusetts Institute of Technology, Cambridge, MA, August 2002.

Serre, T., M. Riesenhuber, J. Louie, and T. Poggio. On the Role of Object-Specific Features for Real World Object Recognition in Biological Vision. In: Biologically Motivated Computer Vision, Second International Workshop (BMCV 2002), Tübingen, Germany, 387-397, 2002.

Sinha, P. "Identifying Perceptually Significant Features for Recognizing Faces." In: Proceedings of the SPIE Electronic Imaging 2002 Symposium - Electronic Imaging Systems and Image Processing Methods, Human Vision and Electronics Imaging VII, San Jose, CA, January 21-24, 2002.

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

Sinha, P. and T. Poggio. "High-level Learning of Early Perceptual Tasks." In: Perceptual Learning, (ed. Manfred Fahle), MIT Press, Cambridge, MA, 2002.

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

Walther, D., L. Itti, M. Riesenhuber, T. Poggio, and C. Koch. Attentional Selection for Object Recognition – A Gentle Way. In: Biologically Motivated Computer Vision, Second International Workshop (BMCV 2002), Tübingen, Germany, 472-479, 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:

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.

Ostrovsky, Y., P. Cavanagh and P. Sinha. Perceiving Illumination Inconsistencies in Scenes, CBCL Paper #209/AI Memo #2001-029, Massachusetts Institute of Technology, Cambridge, MA, November 2001.

Riesenhuber, M. Generalization Over Contrast and Mirror Reversal, but Not Figure-ground Reversal, in an "Edge-based" Model of IT Neurons, CBCL Paper #211/AI Memo #2001-034, Massachusetts Institute of Technology, Cambridge, MA, December 2001.

Sadr, J. and P. Sinha. Exploring Object Perception with Random Image Structure Evolution, CBCL Paper #196/AI Memo #2001-006, Massachusetts Institute of Technology, Cambridge, MA, March 2001.

Russell, R. and P. Sinha. Perceptually-based Comparison of Image Similarity Metrics, CBCL Paper #201/AI Memo #2001-014, Massachusetts Institute of Technology, Cambridge, MA, July 2001.

Sadr, J. and P. Sinha. Exploring Object Perception with Random Image Structure Evolution, CBCL Paper #196/AI Memo #2001-006, Massachusetts Institute of Technology, Cambridge, MA, March 2001.

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

Sinha, P. and A. Torralba. Role of Low-level Mechanisms in Brightness Perception, CBCL Paper #203/AI Memo #2001-017, Massachusetts Institute of Technology, Cambridge, MA, August 2001.

Torralba, A. and P. Sinha. "Contextual Priming for Object Recognition." In: Proceedings of the IEEE International Conference on Computer Vision, Vancouver, Canada, 2001.

Vaina, L.M., J. Solomon, S. Chowdry, P. Sinha, J.W. Belliveau, and C.G. Gross. "Functional Neuroanatomy of Biological Motion Perception in Humans." In: Proceedings of the National Academy of Sciences, 98, 11656-11661, 2001.

Yu, A., M.A. Giese and T. Poggio. Biological Plausible Neural Circuits for Realization of the Maximum Operations, CBCL Paper #207/AI Memot #2001-022, Massachusetts Institute of Technology, Cambridge, MA, September 2001.

2000:

Giese, M.A. Neural Model for the Recognition of Biological Motion. In: Dynamische Perzeption, G. Baratoff and H. Neumann (eds.), Infix Verlag, Berlin, 105-110, 2000.

Giese, M.A. Neural Field Model for the Recognition of Biological Motion Patterns. In: Second International ICSC Symposium on Neural Computation, Berlin, Germany, May 23-26, 2000.

Lee, S-W., H.H. Buelthoff and T. Poggio (eds.), Biologically Motivated Computer Vision, First IEEE International Workshop, BMCV 2000, Seoul, Korea, May 2000.

Riesenhuber, M. (Ph.D. Thesis, BCS, MIT, June 2000): How a Part of the Brain Might or Might Not Work: A New Hierarchical Model of Object Recognition.

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

Riesenhuber, M. and T. Poggio. Computational Models of Object Recognition in Cortex: A Review, CBCL Paper #190/AI Memo #1695, Massachusetts Institute of Technology, Cambridge, MA, August 2000.

Riesenhuber, M. and T. Poggio. "CBF: A New Framework for Object Categorization in Cortex." In: Biologically Motivated Computer Vision, Lee, S-W., H.H. Buelthoff and T. Poggio (eds.), First IEEE International Workshop, BMCV 2000, Seoul, Korea, May 2000.

Riesenhuber, M. and T. Poggio. The Individual is Nothing, the Class Everything: Psychophysics and Modeling of Recognition in Object Classes, CBCL Paper #185/AI Memo #1682, Massachusetts Institute of Technology, Cambridge, MA, April 2000.

Sinha, P. and Poggio, T. "High-level Learning of Early Perceptual Tasks." In: Perceptual Learning, (Ed). Manfred Fahle, MIT Press, Cambridge, MA, 2000 (to appear).

1999:

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

Giese, M.A. Dynamic Neural Field Theory of Motion Perception, Kluwer Academic Publishers, Dordrecht, Netherlands, 1999.

Giese, M.A., and T. Poggio. Synthesis and Recognition of Biological Motion Patterns Based on Linear Superposition of Prototypical Motion Sequences. In: Proceedings of the IEEE Workshop on Multi-View Modeling and Analysis of Visual Scene, Fort Collins, CO, 73-80, 1999.

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

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

Riesenhuber, M. and T. Poggio. A Note on Object Class Representation and Categorical Perception, CBCL Paper #183/AI Memo #1679, Massachusetts Institute of Technology, Cambridge, MA, December 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.

1998:

Li, Zhaoping. Pre-attentive Segmentation in the Primary Visual Cortex, CBCL Paper #163/AI Memo #1640, Massachusetts Institute of Technology, Cambridge, MA, April 1998.

Poggio, T. and P. Sinha. "Image Representations for Graphics and Recognition." In: Proceedings of the IS&T/SPIE Symposium on Electronic Imaging Science and Technology, San Jose, CA, in press.

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, in press.

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.

Riesenhuber, M. and T. Poggio. Just One View: Invariances in Inferotemporal Cell Tuning. In: Advances in Neural Information Processing Systems, MIT Press, 10, 215-221, 1998.

Riesenhuber, M. and T. Poggio. Modeling Invariances in Inferotemporal Cell Tuning, CBCL Paper #160/AI Memo #1629, Massachusetts Institute of Technology, Cambridge, MA, March 1998.

Weiss, Y. and E. H. Adelson. Slow and Smooth: A Bayesian Theory for the Combination of Local Motion Signals in Human Vision, CBCL Paper #158/AI Memo 1624, Massachusetts Institute of Technology, Cambridge, MA, February 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.

Bricolo, E., T. Poggio, and N. Logothetis. "3D Object Recognition: A Model of View-Tuned Neuron." In: Advances in Neural Information Processing Systems 9, M.I. Jordan, M.C. Mozer and T. Petsche (eds.), M.I.T. Press, Cambridge, MA, 41-47, 1997.

Bauer, H.U., M. Riesenhuber and T. Geisel. "Calculating Conditions for the Emergence of Structure in Self-Organizing Maps." In: Computation in Neural Systems (CNS*96), Plenum, 247-252, 1997.

Bauer, H.U., M. Riesenhuber, D. Brockmann and T. Geisel. "Analysis of SOM-based Models for the Development of Visual Maps." In: Proceedings of WSOM'97, 233-238, 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.

Dill, M. and S. Edelman. Translation Invariance in Object Recognition, and its Relation to other Visual Transformations, CBCL Paper 150/ AI Memo 1610, Massachusetts Institute of Technology, Cambridge, MA, June 1997.

Edelman, S. and S. Duvdevani-Bar. Visual Recognition and Categorization on the Basis of Similarities to Multiple Class Prototypes, CBCL Paper #154/ AI Memo #1615, Massachusetts Institute of Technology, Cambridge, MA, September 1997.

Geiger, Gadi and Jerome Y. Lettvin. A View on Dyslexia, CBCL Paper #148/AI Memo #1608, Massachusetts Institute of Technology, Cambridge, MA, June 1997

Li, Zhaoping. Visual Segmentation without Classification in a Model of the Primary Visual Cortex, CBCL Paper #153/AI Memo 1613, Massachusetts Institute of Technology, Cambridge, MA, August 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.

Poggio, T. "Networks that Learn and How the Brain Works." In: Proceedings of Symposia in Pure Mathematics (PSPUM), D. Jerison, I.M. Singer and D.W. Stroock (eds.), American Mathematical Society, Vol. 60, p. 273-312, 1997.

Riesenhuber, M. and P. Dayan. Neural Models for Part-Whole Hierarchies. In: Advances in Neural Information Processing, MIT Press, 9, 17-23, 1997.

Riesenhuber, M. and T. Poggio. "Common Computational Strategies in Machine and Biological Vision." In: Proceedings of International Symposium on System Life, Tokyo, Japan, 67-75, 1997.

Riesenhuber, M., H.U. Bauer and T. Geisel. On-center and Off-center Cell Competition Generates Oriented Receptive Fields from Non-oriented Stimuli in Kohonen's Self-organizing Map. In: Computation in Neural Systems (CNS*96), Plenum, 471-476, 1997.

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

1996:

Bricolo, E. (Ph.D. Thesis, BCS, MIT, June 1996): "On the Representation of Novel Objects: Human Psychophysics, Monkey Physiology and Computational Models."

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

Pauls, J., E. Bricolo and N. Logothetis. "View Invariant Representations in Monkey Temporal Cortex: Position, Scale and Rotational Invariance." In: Early Visual Learning, S. Nayar and T. Poggio (eds.), Oxford University Press, 9-42, 1996.

Riesenhuber, M., H.U. Bauer and T. Geisel. Analyzing the Formation of Structure in High-dimensional Self-organizing Maps Reveals Differences to Feature Map Models. In: Artificial Neural Networks - ICANN'96, Vol. 1112 of Lecture Notes in Computer Science, Springer, 409-411, 1996.

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

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

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

1995:

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

Leopold, D. A., J. C. Fitzgibbons, and N. K. Logothetis. The Role of Attention in Binocular Rivalry as Revealed through Optokinetic Nystagmus, CBCL Paper #126/AI Memo #1554, Massachusetts Institute of Technology, Cambridge, MA, November 1995.

Logothetis, N. K. and D. A. Leopold. On the Physiology of Bistable Percepts, CBCL Paper #125/AI Memo #1553, Massachusetts Institute of Technology, Cambridge, MA, November 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.

Riesenhuber, M., H.U. Bauer and T. Geisel. Beyond Feature Map Models: Analyzing the Emergence of Ocular Dominance and Orientation Columns in High-dimensional Self-organizing Maps. In: Learning and Memory: Proceedings of the 23rd Göttingen Neurobiology Conference 1995, Georg Thieme Verlang, Stuttgart, Vol. 1, 1995.

Somers, David C., E. V. Todorov, A.s G. Siapas and M. Sur. Vector-Space Integration of Local and Long-Range Information in Visual Cortex, CBCL Paper #127/AI Memo #1556, Massachusetts Institute of Technology, Cambridge, MA, November 1995.