All Publications

2017

W. Kool, Gershman, S. J., and Cushman, F. A., Thinking fast or slow? A reinforcement-learning approach, Society for Personality and Social Psychology. San Antonio, TX, 2017.PDF icon KoolEtAl_SPSP_2017.pdf (670.35 KB)
CBMM Funded
W. Mlynarski and McDermott, J. H., Learning Mid-Level Codes for Natural Sounds, Association for Otolaryngology Mid-Winter Meeting. 2017.
CBMM Funded
W. Mlynarski and McDermott, J. H., Lossy Compression of Uninformative Stimuli in the Auditory System, Association for Otolaryngology Mid-Winter Meeting. 2017.
CBMM Funded
CBMM Funded
J. Traer and McDermott, J. H., Auditory Perception of Material and Force from Impact Sounds, Annual Meeting of Association for Research in Otolaryngology. 2017.
CBMM Related
CBMM Related
J. Traer and McDermott, J. H., Investigating audition with a generative model of impact sounds, Annual Meeting of Acoustical Society of America. 2017.
CBMM Related

2016

M. Nickel, Murphy, K., Tresp, V., and Gabrilovich, E., A Review of Relational Machine Learning for Knowledge Graphs, Proceedings of the IEEE, vol. 104, no. 1, pp. 11 - 33, 2016.PDF icon 1503.00759v3.pdf (1.53 MB)
CBMM Funded
W. Kool, Cushman, F. A., and Gershman, S. J., When Does Model-Based Control Pay Off?, PLoS Comput Biol, vol. 12, no. 8, p. e1005090, 2016.PDF icon KoolEtAl_PLOS_CB.PDF (5.85 MB)
CBMM Funded
M. Tegmark, Improved Measures of Integrated Information, PLOS Computational Biology, 2016.PDF icon 1601.02626.pdf (3.49 MB)
CBMM Related
CBMM Memo No.
056
CBMM Funded
J. Traer and McDermott, J. H., Statistics of natural reverberation enable perceptual separation of sound and space, Proceedings of the National Academy of Sciences, vol. 113, no. 48, pp. E7856 - E7865, 2016.
CBMM Funded
CBMM Related
W. Mlynarski and McDermott, J. H., Learning mid-level codes for natural sounds, Computational and Systems Neuroscience (Cosyne) 2016. Salt Lake City, UT, 2016.PDF icon Wiktor_COSYNE_2015_hierarchy_final.pdf (2.52 MB)
CBMM Funded
W. Mlynarski and McDermott, J. H., Learning Mid-Level Codes for Natural Sounds, Advances and Perspectives in Auditory Neuroscience. 2016.PDF icon APAN_large_JHM kopia.pdf (19.74 MB)
CBMM Funded
M. Nickel, Rosasco, L., and Poggio, T., Holographic Embeddings of Knowledge Graphs, in Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, Arizona, USA, 2016.PDF icon 1510.04935v2.pdf (360.65 KB)
CBMM Funded