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Aishwarya Balwani
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Year
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
432023
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
112018
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
Zeroth-order topological insights into iterative magnitude pruning
A Balwani, J Krzyston
Topological, Algebraic and Geometric Learning Workshops 2022, 6-16, 2022
32022
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
32022
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
32021
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
AH Balwani, S Cho, H Choi
bioRxiv, 2024.05. 23.595629, 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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Articles 1–14