All Publications
2018
“End-to-end differentiable physics for learning and control”, Advances in Neural Information Processing Systems 31 (NIPS 2018). 2018. 7948-end-to-end-differentiable-physics-for-learning-and-control.pdf (794.17 KB) ,
“A computational perspective of the role of Thalamus in cognition”, arxiv, 2018. ThalamusComputationArxiv.pdf (5.12 MB) ,
CBMM Related
“A fast, invariant representation for human action in the visual system”, Journal of Neurophysiology, 2018. ,
CBMM Funded
“MEG action recognition data”. 2018. ,
CBMM Funded
CBMM Funded
“Co-occurrence statistics of natural sound features predict perceptual grouping”, Computational and Systems Neuroscience (Cosyne) 2018. 2018. ,
CBMM Funded
“Theory I: Deep networks and the curse of dimensionality”, Bulletin of the Polish Academy of Sciences: Technical Sciences, vol. 66, no. 6, 2018. 02_761-774_00966_Bpast.No_.66-6_28.12.18_K1.pdf (1.18 MB) ,
CBMM Funded
“Theory II: Deep learning and optimization”, Bulletin of the Polish Academy of Sciences: Technical Sciences, vol. 66, no. 6, 2018. 03_775-788_00920_Bpast.No_.66-6_31.12.18_K2.pdf (5.43 MB) ,
CBMM Funded
“Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like?”, bioRxiv preprint, 2018. Brain-Score bioRxiv.pdf (789.83 KB) ,
CBMM Related
“Comparing human and monkey neural circuits for processing social scenes”, Cognitive Neuroscience Society Annual Meeting (CNS), Boston, MA. 2018. ,
CBMM Funded
“Human recognition of environmental sounds is not always robust to reverberation”, Annual Meeting of the Acoustical Society, vol. 143, no. 3. 2018. ,
CBMM Related
“Visual Concepts and Compositional Voting”, Annals of Mathematical Sciences and Applications (AMSA), vol. 3, no. 1, pp. 151–188, 2018. ,
CBMM Funded
2017
“Infants make more attempts to achieve a goal when they see adults persist”, Science, vol. 357, no. 6357, pp. 1290 - 1294, 2017. ,
CBMM Funded
“Sustained Activity Encoding Working Memories: Not Fully Distributed”, Trends in Neurosciences , vol. 40 , no. 6, pp. 328-346, 2017. ,
CBMM Related
“Neuronal population coding of perceived and memorized visual features in the lateral prefrontal cortex”, Nature Communications, vol. 8, 2017. ,
CBMM Related
“Children understand that agents maximize expected utilities.”, Journal of Experimental Psychology: General, vol. 146, no. 11, pp. 1574 - 1585, 2017. ExpectedUtilities_Final.pdf (950.09 KB) ,
CBMM Related
“Effect of silhouetting and inversion on view invariance in the monkey inferotemporal cortex”, Journal of Neurophysiology, vol. 11823, no. 1, pp. 353 - 362, 2017. ,
CBMM Related
“Noninvasive Deep Brain Stimulation via Temporally Interfering Electric Fields”, Cell, vol. 169, no. 6, pp. 1029 - 1041.e16, 2017. ,
CBMM Funded
“A Balanced Comparison of Object Invariances in Monkey IT Neurons”, eneuro, vol. 4, no. 2, pp. ENEURO.0333-16.2017, 2017. ,
CBMM Related
“Seeing a straight line on a curved surface: decoupling of patterns from surfaces by single IT neurons”, Journal of Neurophysiology, vol. 11773, no. 1, pp. 104 - 116, 2017. ,
CBMM Related
“Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.”, Psychol Sci, vol. 28, no. 9, pp. 1321-1333, 2017. ,
CBMM Funded
“Building machines that learn and think like people.”, Behavioral and Brain Sciences, vol. 40, p. e253, 2017. ,
CBMM Funded
“Compositional inductive biases in function learning.”, Cogn Psychol, vol. 99, pp. 44-79, 2017. ,
CBMM Funded
CBMM Memo No.
073
“Theory of Deep Learning III: explaining the non-overfitting puzzle”. 2017. CBMM-Memo-073.pdf (2.65 MB) CBMM Memo 073 v2 (revised 1/15/2018) (2.81 MB) CBMM Memo 073 v3 (revised 1/30/2018) (2.72 MB) CBMM Memo 073 v4 (revised 12/30/2018) (575.72 KB) ,
CBMM Funded
CBMM Memo No.
072
“Theory of Deep Learning IIb: Optimization Properties of SGD”. 2017. CBMM-Memo-072.pdf (3.66 MB) ,
CBMM Funded