Publication
] A framework for studying synaptic plasticity with neural spike train data. Neural Information Processing Systems (2014).
5274-a-framework-for-studying-synaptic-plasticity-with-neural-spike-train-data.pdf (4.6 MB)
5274-a-framework-for-studying-synaptic-plasticity-with-neural-spike-train-data.pdf (4.6 MB) Frivolous Units: Wider Networks Are Not Really That Wide. AAAI 2021 (2021). at <https://dblp.org/rec/conf/aaai/CasperBDGSVK21.html> 1912.04783.pdf (6.69 MB)
1912.04783.pdf (6.69 MB) From agents to actions to interactions: Uncovering multiple social networks in the primate brain. Society for Social and Affective Neuroscience (2017).
From agents to actions to interactions: Uncovering multiple social networks in the primate brain. Society for Neuroscience (2016). SFN2016.pdf (555.77 KB)
SFN2016.pdf (555.77 KB) From Associative Memories to Powerful Machines. (2021). v1.0 (1.01 MB) v1.3Section added August 6 on self attention (3.9 MB)
v1.0 (1.01 MB) v1.3Section added August 6 on self attention (3.9 MB) From Map Reading to Geometric Intuitions. Developmental Psychology (2018). doi:http://dx.doi.org/10.1037/dev0000509
From Marr’s Vision to the Problem of Human Intelligence. (2021). CBMM-Memo-118.pdf (362.19 KB)
CBMM-Memo-118.pdf (362.19 KB) From spatial symbols to Euclidean intuitions. Cognitive Development Society (CDS) (2015). at <http://cogdevsoc.org/sites/default/files/Official%20Full%20Conference%20Proceedings_10.10.pdf>
From spatial symbols to Euclidean intuitions. Biennial Meeting of Cognitive Development Society (2015).
Full interpretation of minimal images. (2017). CBMM Memo 061 v.1 (4.64 MB) CBMM Memo 061 v.2 (5.41 MB)
CBMM Memo 061 v.1 (4.64 MB) CBMM Memo 061 v.2 (5.41 MB) Full interpretation of minimal images. Cognition 171, 65-84 (2018). Full interpretation of minimal images.pdf (4.55 MB)
Full interpretation of minimal images.pdf (4.55 MB) Function approximation by deep networks. Communications on Pure & Applied Analysis 19, 4085 - 4095 (2020). 1534-0392_2020_8_4085.pdf (514.57 KB)
1534-0392_2020_8_4085.pdf (514.57 KB) Functional neuroanatomy of intuitive physical inference. Proceedings of the National Academy of Sciences 113, E5072 - E5081 (2016).
Functional organization of social perception and cognition in the superior temporal sulcus. Cerebral Cortex 25, 4596-4609 (2015).
Functional organization of the human superior temporal sulcus. Organization for Human Brain Mapping (OHBM 2015) (2015). at <https://ww4.aievolution.com/hbm1501/index.cfm?do=abs.viewAbs&abs=3635>
The Functions of Infants’ Social Categorization: Early Reasoning about Affiliation and Social Networks. International Conference on Infant Studies (ICIS) (2016).
Galileo: Perceiving physical object properties by integrating a physics engine with deep learning. NIPS 2015 (2015). at <https://papers.nips.cc/paper/5780-galileo-perceiving-physical-object-properties-by-integrating-a-physics-engine-with-deep-learning>
On Generalization Bounds for Neural Networks with Low Rank Layers. (2024). CBMM-Memo-151.pdf (697.31 KB)
CBMM-Memo-151.pdf (697.31 KB) Generation and Comprehension of Unambiguous Object Descriptions. The Conference on Computer Vision and Pattern Recognition (CVPR) (2016). at <https://github.com/ mjhucla/Google_Refexp_toolbox> object_description_cbmm.pdf (2.21 MB)
object_description_cbmm.pdf (2.21 MB) Generative modeling of audible shapes for object perception. The IEEE International Conference on Computer Vision (ICCV) (2017). at <http://openaccess.thecvf.com/content_iccv_2017/html/Zhang_Generative_Modeling_of_ICCV_2017_paper.html>
. The Genesis Story Understanding and Story Telling System A 21st Century Step toward Artificial Intelligence. (2014). CBMM-Memo-019_StoryWhitePaper.pdf (894.38 KB)
CBMM-Memo-019_StoryWhitePaper.pdf (894.38 KB) Genome-wide mapping of somatic mutation rates uncovers drivers of cancerAbstract. Nature Biotechnology 40, 1634 - 1643 (2022).