Exploring how deep neural networks form phonemic categories. T Nagamine, ML Seltzer, N Mesgarani Interspeech, 1912-1916, 2015 | 120 | 2015 |
On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models. T Nagamine, ML Seltzer, N Mesgarani Interspeech, 803-807, 2016 | 47 | 2016 |
Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data T Nagamine, B Gillette, A Pakhomov, J Kahoun, H Mayer, R Burghaus, ... Scientific reports 10 (1), 21340, 2020 | 42 | 2020 |
Understanding the representation and computation of multilayer perceptrons: A case study in speech recognition T Nagamine, N Mesgarani International Conference on Machine Learning, 2564-2573, 2017 | 39 | 2017 |
NAPLib: An open source toolbox for real-time and offline Neural Acoustic Processing B Khalighinejad, T Nagamine, A Mehta, N Mesgarani 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 22 | 2017 |
Analyzing distributional learning of phonemic categories in unsupervised deep neural networks O Räsänen, T Nagamine, N Mesgarani CogSci... Annual Conference of the Cognitive Science Society. Cognitive …, 2016 | 19 | 2016 |
Data-driven identification of heart failure disease states and progression pathways using electronic health records T Nagamine, B Gillette, J Kahoun, R Burghaus, J Lippert, M Saxena Scientific Reports 12 (1), 17871, 2022 | 14 | 2022 |
The future of data‐driven wound care JS Woods, M Saxena, T Nagamine, RS Howell, T Criscitelli, S Gorenstein, ... AORN journal 107 (4), 455-463, 2018 | 11 | 2018 |
Multiscale classification of heart failure phenotypes by unsupervised clustering of unstructured electronic medical record data. Sci Rep. 2020; 10: 21340 T Nagamine, B Gillette, A Pakhomov, J Kahoun, H Mayer, R Burghaus, ... | 5 | |
Adaptation of neural networks constrained by prior statistics of node co-activations T Nagamine, Z Chen, N Mesgarani structure 16, 17, 2016 | 1 | 2016 |
A data-driven solution to the invariance problem in speech perception T Nagamine, N Mesgarani Journal of the Acoustical Society of America 140 (4_Supplement), 3213-3213, 2016 | | 2016 |