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Niklas Smedemark-Margulies
Niklas Smedemark-Margulies
Northeastern University
Verified email at northeastern.edu
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Cited by
Year
All-optical electrophysiology in mammalian neurons using engineered microbial rhodopsins
DR Hochbaum, Y Zhao, SL Farhi, N Klapoetke, CA Werley, V Kapoor, ...
Nature methods 11 (8), 825-833, 2014
8582014
A novel de novo mutation in ATP1A3 and childhood-onset schizophrenia
N Smedemark-Margulies, CA Brownstein, S Vargas, SK Tembulkar, ...
Molecular Case Studies 2 (5), a001008, 2016
622016
Tools, methods, and applications for optophysiology in neuroscience
N Smedemark-Margulies, JG Trapani
Frontiers in molecular neuroscience 6, 18, 2013
612013
iPSC-derived neurons as a higher-throughput readout for autism: promises and pitfalls
D Prilutsky, NP Palmer, N Smedemark-Margulies, TM Schlaeger, ...
Trends in molecular medicine 20 (2), 91-104, 2014
572014
Gene expression analysis in Fmr1KO mice identifies an immunological signature in brain tissue and mGluR5-related signaling in primary neuronal cultures
D Prilutsky, AT Kho, NP Palmer, AL Bhakar, N Smedemark-Margulies, ...
Molecular Autism 6, 1-14, 2015
222015
De novo ATP1A3 and compound heterozygous NLRP3 mutations in a child with autism spectrum disorder, episodic fatigue and somnolence, and muckle-wells syndrome
A Torres, CA Brownstein, SK Tembulkar, K Graber, C Genetti, RJ Kleiman, ...
Molecular genetics and metabolism reports 16, 23-29, 2018
182018
Improving adversarial robustness by learning shared information
X Yu, N Smedemark-Margulies, S Aeron, T Koike-Akino, P Moulin, ...
Pattern Recognition 134, 109054, 2023
172023
AutoTransfer: Subject transfer learning with censored representations on biosignals data
N Smedemark-Margulies, Y Wang, T Koike-Akino, D Erdogmus
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
72022
Recursive estimation of user intent from noninvasive electroencephalography using discriminative models
N Smedemark-Margulies, B Celik, T Imbiriba, A Kocanaogullari, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
62023
User training with error augmentation for sEMG-based gesture classification
Y Bicer, N Smedemark-Margulies, B Celik, E Sunger, R Orendorff, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024
52024
Generator surgery for compressed sensing
N Smedemark-Margulies, JY Park, M Daniels, R Yu, JW van de Meent, ...
arXiv preprint arXiv:2102.11163, 2021
52021
Target-related alpha attenuation in a brain-computer interface rapid serial visual presentation calibration
D Klee, T Memmott, N Smedemark-Margulies, B Celik, D Erdogmus, ...
Frontiers in Human Neuroscience 16, 882557, 2022
32022
Generator Surgery for Compressed Sensing
JY Park, N Smedemark-Margulies, M Daniels, R Yu, JW van de Meent, ...
NeurIPS 2020 Workshop Deep Inverse, 2020
32020
System and Method for Automated Transfer Learning with Domain Disentanglement
TK Akino, Y Wang, N Smedemark-Margulies
US Patent App. 17/649,578, 2023
22023
Probabilistic program inference in network-based epidemiological simulations
N Smedemark-Margulies, R Walters, H Zimmermann, L Laird, ...
PLOS Computational Biology 18 (11), e1010591, 2022
22022
Geometric analysis of uncertainty sampling for dense neural network layer
A Koçanaoğulları, N Smedemark-Margulies, M Akcakaya, D Erdoğmuş
IEEE signal processing letters 28, 867-871, 2021
22021
RSVP keyboard with inquiry preview: mixed performance and user experience with an adaptive, multimodal typing interface combining EEG and switch input
B Peters, B Celik, D Gaines, D Galvin-McLaughlin, T Imbiriba, M Kinsella, ...
Journal of neural engineering 22 (1), 016022, 2025
12025
Fast and Expressive Gesture Recognition using a Combination-Homomorphic Electromyogram Encoder
N Smedemark-Margulies, Y Bicer, E Sunger, T Imbiriba, E Tunik, ...
arXiv preprint arXiv:2311.14675, 2023
12023
Stabilizing Subject Transfer in EEG Classification with Divergence Estimation
N Smedemark-Margulies, Y Wang, T Koike-Akino, J Liu, K Parsons, ...
arXiv preprint arXiv:2310.08762, 2023
12023
Method and system for training a neural network for improving adversarial robustness
Y Wang, X Yu, N Smedemark-Margulies, S Aeron, T Koike-Akino, ...
US Patent App. 17/655,487, 2023
12023
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