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Aishwarya Balwani
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引用次数
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De novo evolution of macroscopic multicellularity
GO Bozdag, SA Zamani-Dahaj, TC Day, PC Kahn, AJ Burnetti, DT Lac, ...
Nature 617 (7962), 747-754, 2023
512023
A three-dimensional thalamocortical dataset for characterizing brain heterogeneity
JA Prasad, AH Balwani, EC Johnson, JD Miano, V Sampathkumar, ...
Scientific Data 7 (1), 358, 2020
182020
Brain mapping at high resolutions: Challenges and opportunities
K Milligan, A Balwani, E Dyer
Current Opinion in Biomedical Engineering 12, 126-131, 2019
132019
Large-scale neuroanatomy using LASSO: loop-based automated serial sectioning operation
TJ Lee, A Kumar, AH Balwani, D Brittain, S Kinn, CA Tovey, EL Dyer, ...
PLoS One 13 (10), e0206172, 2018
102018
Tesda: Transform enabled statistical detection of attacks in deep neural networks
C Amarnath, AH Balwani, K Ma, A Chatterjee
arXiv preprint arXiv:2110.08447, 2021
72021
Multi-scale modeling of neural structure in X-ray imagery
A Balwani, J Miano, R Liu, L Kitchell, JA Prasad, EC Johnson, ...
2021 IEEE International Conference on Image Processing (ICIP), 141-145, 2021
52021
Neuromatch Academy: a 3-week, online summer school in computational neuroscience
BM t Hart, T Achakulvisut, A Adeyemi, A Akrami, B Alicea, ...
Technological University Dublin, 2022
42022
Zeroth-order topological insights into iterative magnitude pruning
A Balwani, J Krzyston
Topological, Algebraic and Geometric Learning Workshops 2022, 6-16, 2022
32022
A generative modeling approach for interpreting population-level variability in brain structure
R Liu, C Subakan, AH Balwani, J Whitesell, J Harris, S Koyejo, EL Dyer
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
32020
Modeling variability in brain architecture with deep feature learning
AH Balwani, EL Dyer
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 1186-1191, 2019
32019
A deep feature learning approach for mapping the brain’s microarchitecture and organization
AH Balwani, EL Dyer
BioRxiv, 2020.05. 26.117473, 2020
22020
Exploring the Architectural Biases of the Canonical Cortical Microcircuit
A Balwani, S Cho, H Choi
bioRxiv, 2024
2024
MODELING VISUAL INVARIANCE WITH SYMMETRY REGULARIZATION
AH Balwani, L Kiefer, S Sarkar
Modeling Brain Microarchitecture with Deep Representation Learning
AH Balwani, EL Dyer
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