| Reading Assignment | Reference | Discussion Date | Homework Due |
|---|---|---|---|
1 |
Olshausen, B. A. & Field, D. J. Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381, 607-609 (1996). PDF |
Monday September 17, 2018 (Kreiman) | Paper Due Monday September 24, 2018 |
2 |
Warrington, E., and Shallice, T. Category specific semantic impairments. Brain. 107:829-854 (1984). PDF |
Monday September 24, 2018 (Kreiman) | Paper Due Monday October 1, 2018 [Sample Homework Link Coming Soon] |
3 |
Thorpe, S., Fize, D., and Marlot, C. Speed of processing in the human visual system. Nature. 381: 520-522 (1996). PDF |
Monday October 1, 2018 (Szpiro) | Paper Due Tuesday October 9, 2018 |
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 15, 2018 (Hartmann) | Paper Due Monday October 22, 2018 |
5 |
Pasupathy, A., and Connor, C.E. Population coding of shape in area V4. Nature Neuroscience. 5:1332-1338 (2002). PDF Comment |
Monday October 22, 2018 (Azevedo) | Paper Due Monday October 29, 2018 |
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 29, 2018 (Mendoza-Halliday) | Paper Due Monday November 5, 2018 |
7 |
Afraz, S.R., Kiani, R., and Esteky, H. Microstimulation of inferotemporal cortex influences face categorization. Nature. 422:692-695. (2006). PDF | Monday November 5, 2018 (Isik) |
Paper Due Monday November 12, 2018 |
8 |
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 12, 2018 (Kreiman) | Paper Due Monday November 19, 2018 |
9 |
Freeman, J. and E. P. Simoncelli (2011). "Metamers of the ventral stream." Nat Neurosci 14(9): 1195-1201. PDF | Monday November 19, 2018 (Kreiman) | Paper Due Monday November 26, 2018 |
10 |
Krizhevsky, Sutskever, Hinton. ImageNet Classification with Deep Convolutional Neural Networks. Advances in Neural Information Processing Systems 25 (2012). PDF | Monday November 26, 2018 (Lotter) | Paper Due Monday December 3, 2018 |
11 |
Yang, G., Song, H., Newsome, W. & Wang, X. Clustering and compositionality of task representations in a neural network trained to perform many cognitive tasks. Biorxiv, 183632 (2017). PDF |
Monday December 3, 2018 (Boix) | Paper Due Thursday December 6, 2018 |
FINAL EXAM |
No discussion of final exam | DUE Thursday Dec 13th, 2018 at Noon. NO EXTENSIONS. Send final exam by email to: emmagiles@g.harvard.edu |