| Reading Assignment | Reference | Discussion Date | Homework Due |
|---|---|---|---|
1 |
Marr, D. Vision. Chapter 1: The philosophy and the approach. MIT Press (1982/2010). PDF |
Monday September 18, 2017 (Kreiman) | Paper Due Monday September 25, 2017 |
2 |
Warrington, E., and Shallice, T. Category specific semantic impairments. Brain. 107:829-854 (1984). PDF |
Monday September 25, 2017 (Kreiman) | Paper Due Monday October 2, 2017 |
3 |
Thorpe, S., Fize, D., and Marlot, C. Speed of processing in the human visual system. Nature. 381: 520-522 (1996). PDF |
Monday October 2, 2017 (Kim) | Paper Due Tuesday October 10, 2017 Sample Homework |
4 |
Hubel and Wiesel. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. Journal of Physiology. 160:106-154 (1962). PDF | Monday October 16, 2017 (Gomez-Laberge) | Paper Due Monday October 23, 2017 |
5 |
Pasupathy, A., and Connor, C.E. Population coding of shape in area V4. Nature Neuroscience. 5:1332-1338 (2002). PDF Comment |
Monday October 23, 2017 (Azevedo) | Paper Due Monday October 30, 2017 |
6 |
Hung, C., Kreiman, G., Poggio, T., and DiCarlo, J. Fast read-out of object identity from macaque inferior temporal cortex. Science. 310:863-866 (2005) PDF | Monday October 30, 2017 (Ponce) | Paper Due Monday November 6, 2017 |
7 |
Sheinberg, D.L., and Logothetis, N.K. Noticing familiar objects in real world scences: the role of temporal cortical neurons in natural vision. Journal of Neuroscience. 21(4):1340-1350 (2001). PDF | Monday November 6, 2017 (Isik) | Paper Due Monday November 13, 2017 |
8 |
Afraz, S.R., Kiani, R., and Esteky, H. Microstimulation of inferotemporal cortex influences face categorization. Nature. 422:692-695. (2006). PDF | Monday November 13, 2017 (Kreiman) | Paper Due Monday November 20, 2017 |
9 |
Freeman, J. and E. P. Simoncelli (2011). "Metamers of the ventral stream." Nat Neurosci 14(9): 1195-1201. PDF | Monday November 20, 2017 (Kreiman) | Paper Due Monday November 27, 2017 |
10 |
Krizhevsky, Sutskever, Hinton. ImageNet Classification with Deep Convolutional Neural Networks. Advances in Neural Information Processing Systems 25 (2012). PDF | Monday November 27, 2017 (Lotter) | Paper Due Monday December 4, 2017 |
11 |
Andreas J, Rohrbach M, Darrell T, Klein D.(2017). Neural module networks. arXiv 1511.02799 PDF (see also application of this work here) |
Monday December 4, 2017 (Barbu) | Paper Due Friday December 7, 2017 |
FINAL EXAM |
No discussion of final exam | DUE Thursday Dec 14th, 2017 at Noon. NO EXTENSIONS. |