Direction modulation of muscle synergies in a hand-reaching task S Israely, G Leisman, C Machluf, T Shnitzer, E Carmeli IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (12 …, 2017 | 26 | 2017 |
Recovering hidden components in multimodal data with composite diffusion operators T Shnitzer, M Ben-Chen, L Guibas, R Talmon, HT Wu SIAM Journal on Mathematics of Data Science 1 (3), 588-616, 2019 | 24 | 2019 |
Layer‐and Cell‐Specific Recruitment Dynamics during Epileptic Seizures In Vivo F Aeed, T Shnitzer, R Talmon, Y Schiller Annals of neurology 87 (1), 97-115, 2020 | 21 | 2020 |
Manifold learning with contracting observers for data-driven time-series analysis T Shnitzer, R Talmon, JJ Slotine IEEE Transactions on Signal Processing 65 (4), 904-918, 2016 | 21 | 2016 |
Diffusion maps Kalman filter for a class of systems with gradient flows T Shnitzer, R Talmon, JJ Slotine IEEE Transactions on Signal Processing 68, 2739-2753, 2020 | 16* | 2020 |
Alternating diffusion maps for dementia severity assessment T Shnitzer, M Rapaport, N Cohen, N Yarovinsky, R Talmon, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 5 | 2017 |
Log-euclidean signatures for intrinsic distances between unaligned datasets T Shnitzer, M Yurochkin, K Greenewald, JM Solomon International Conference on Machine Learning, 20106-20124, 2022 | 4 | 2022 |
Spatiotemporal analysis using Riemannian composition of diffusion operators T Shnitzer, HT Wu, R Talmon arXiv preprint arXiv:2201.08530, 2022 | 4 | 2022 |
Graph of graphs analysis for multiplexed data with application to imaging mass cytometry YWE Lin, T Shnitzer, R Talmon, F Villarroel-Espindola, S Desai, ... PLoS Computational Biology 17 (3), e1008741, 2021 | 4 | 2021 |
Manifold learning for data-driven dynamical system analysis T Shnitzer, R Talmon, JJ Slotine The Koopman Operator in Systems and Control: Concepts, Methodologies, and …, 2020 | 3 | 2020 |
EEG-based geometric modeling and analysis of cognitive deterioration in patients with possible and probable Alzheimer’s disease (P1. 098) T Shnitzer, N Yarovinsky, R Talmon, J Aharon-Peretz Neurology 88 (16 Supplement), 2017 | 2 | 2017 |
Large Language Model Routing with Benchmark Datasets T Shnitzer, A Ou, M Silva, K Soule, Y Sun, J Solomon, N Thompson, ... arXiv preprint arXiv:2309.15789, 2023 | 1 | 2023 |
Few-sample feature selection via feature manifold learning D Cohen, T Shnitzer, Y Kluger, R Talmon International Conference on Machine Learning, 6296-6319, 2023 | 1 | 2023 |
Diffusion operators for multimodal data analysis T Shnitzer, RR Lederman, GR Liu, R Talmon, HT Wu Handbook of Numerical Analysis 20, 1-39, 2019 | 1 | 2019 |
GeRA: Label-Efficient Geometrically Regularized Alignment D Klebe, T Shnitzer, M Yurochkin, L Karlinsky, J Solomon arXiv preprint arXiv:2310.00672, 2023 | | 2023 |
Diffusion Maps Particle Filter L Forster, A Schmidt, W Kellermann, T Shnitzer, R Talmon 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | | 2019 |
Real Time Control of Hand Prosthesis Using EMG Y Moshe, O Dicker, A Peleg, T Shnitzer, O Lichtenstein | | 2016 |
Automatic Segmentation of Twin Regions in Mo-Di Placentae Based on Geometric Analysis of Spatiotemporal BOLD MRI Signals T Shnitzer, SM Abulnaga, C Bibbo, PE Grant, P Golland, J Solomon, ... | | |
Project Authors: Or Dicker dicker@ campus. technion. ac. il Aviv Peleg savivpe@ campus. technion. ac. il Project Mentors: Tal Shnitzer shnitzer@ campus. technion. ac. il Oscar … Y Moshe | | |