Tasha Nagamine - Related publications

Affiliations: 
Electrical Engineering Columbia University, New York, NY 
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Lee W, Seong JJ, Ozlu B, Shim BS, Marakhimov A, Lee S. Biosignal Sensors and Deep Learning-Based Speech Recognition: A Review. Sensors (Basel, Switzerland). 21. PMID 33671282 DOI: 10.3390/s21041399   
2021 Stember JN, Celik H, Gutman D, Swinburne N, Young R, Eskreis-Winkler S, Holodny A, Jambawalikar S, Wood BJ, Chang PD, Krupinski E, Bagci U. Integrating Eye Tracking and Speech Recognition Accurately Annotates MR Brain Images for Deep Learning: Proof of Principle. Radiology. Artificial Intelligence. 3: e200047. PMID 33842890 DOI: 10.1148/ryai.2020200047   
2021 Borrie SA, Lansford KL, Barrett TS. A Clinical Advantage: Experience Informs Recognition and Adaptation to a Novel Talker With Dysarthria. Journal of Speech, Language, and Hearing Research : Jslhr. 1-12. PMID 33831307 DOI: 10.1044/2021_JSLHR-20-00663   
2021 Siyaev A, Jo GS. Towards Aircraft Maintenance Metaverse Using Speech Interactions with Virtual Objects in Mixed Reality. Sensors (Basel, Switzerland). 21. PMID 33804253 DOI: 10.3390/s21062066   
2021 Hebbar R, Papadopoulos P, Reyes R, Danvers AF, Polsinelli AJ, Moseley SA, Sbarra DA, Mehl MR, Narayanan S. Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices. Eurasip Journal On Audio, Speech, and Music Processing. 2021: 7. PMID 33584835 DOI: 10.1186/s13636-020-00194-0   
2021 Smith E, Sumner P, Hedge C, Powell G. Smart speaker devices can improve speech intelligibility in adults with intellectual disability. International Journal of Language & Communication Disorders. PMID 33772998 DOI: 10.1111/1460-6984.12615   
2021 Bai Z, Zhang XL. Speaker recognition based on deep learning: An overview. Neural Networks : the Official Journal of the International Neural Network Society. 140: 65-99. PMID 33744714 DOI: 10.1016/j.neunet.2021.03.004   
2021 Ohashi H, Ostry DJ. Neural development of speech sensorimotor learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 33758018 DOI: 10.1523/JNEUROSCI.2884-20.2021   
2021 Raharjo I, Kothare H, Nagarajan SS, Houde JF. Speech compensation responses and sensorimotor adaptation to formant feedback perturbations. The Journal of the Acoustical Society of America. 149: 1147. PMID 33639824 DOI: 10.1121/10.0003440   
2021 Reh RK, Hensch TK, Werker JF. Distributional learning of speech sound categories is gated by sensitive periods. Cognition. 104653. PMID 33752869 DOI: 10.1016/j.cognition.2021.104653   
2021 Xie X, Buxó-Lugo A, Kurumada C. Encoding and decoding of meaning through structured variability in intonational speech prosody. Cognition. 211: 104619. PMID 33601018 DOI: 10.1016/j.cognition.2021.104619   
2021 Quam C, Creel SC. Impacts of acoustic-phonetic variability on perceptual development for spoken language: A review. Wiley Interdisciplinary Reviews. Cognitive Science. e1558. PMID 33660418 DOI: 10.1002/wcs.1558   
2021 Liang Q, Zeng Y. Stylistic Composition of Melodies Based on a Brain-Inspired Spiking Neural Network. Frontiers in Systems Neuroscience. 15: 639484. PMID 33776661 DOI: 10.3389/fnsys.2021.639484   
2021 Kim KS, Max L. Speech auditory-motor adaptation to formant-shifted feedback lacks an explicit component: reduced adaptation in adults who stutter reflects limitations in implicit sensorimotor learning. The European Journal of Neuroscience. PMID 33675539 DOI: 10.1111/ejn.15175   
2021 Jha D, Gupta V, Ward L, Yang Z, Wolverton C, Foster I, Liao WK, Choudhary A, Agrawal A. Enabling deeper learning on big data for materials informatics applications. Scientific Reports. 11: 4244. PMID 33608599 DOI: 10.1038/s41598-021-83193-1   
2021 Lu J, Li L, Zhang C. Self-reinforcing Unsupervised Matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33625977 DOI: 10.1109/TPAMI.2021.3061945   
2021 Mouchlis VD, Afantitis A, Serra A, Fratello M, Papadiamantis AG, Aidinis V, Lynch I, Greco D, Melagraki G. Advances in de Novo Drug Design: From Conventional to Machine Learning Methods. International Journal of Molecular Sciences. 22. PMID 33562347 DOI: 10.3390/ijms22041676   
2021 Urban CJ, Gates KM. Deep learning: A primer for psychologists. Psychological Methods. PMID 33793268 DOI: 10.1037/met0000374   
2021 Kleinlogel EP, Curdy M, Rodrigues J, Sandi C, Schmid Mast M. Doppelganger-based training: Imitating our virtual self to accelerate interpersonal skills learning. Plos One. 16: e0245960. PMID 33566838 DOI: 10.1371/journal.pone.0245960   
2021 Wang PY, Sapra S, George VK, Silva GA. Generalizable Machine Learning in Neuroscience Using Graph Neural Networks. Frontiers in Artificial Intelligence. 4: 618372. PMID 33748747 DOI: 10.3389/frai.2021.618372   
2021 Corsi MC, Chavez M, Schwartz D, George N, Hugueville L, Kahn AE, Dupont S, Bassett DS, De Vico Fallani F. BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks. Journal of Neural Engineering. PMID 33725682 DOI: 10.1088/1741-2552/abef39   
2021 Wang S, Yang Y, Sun J, Xu Z. Variational HyperAdam: A Meta-learning Approach to Network Training. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33621172 DOI: 10.1109/TPAMI.2021.3061581   
2021 Qin S, Mudur N, Pehlevan C. Contrastive Similarity Matching for Supervised Learning. Neural Computation. 1-29. PMID 33617744 DOI: 10.1162/neco_a_01374   
2021 Wu P, Liu J. Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33656993 DOI: 10.1109/TIP.2021.3062192   
2021 Sheahan H, Luyckx F, Nelli S, Teupe C, Summerfield C. Neural state space alignment for magnitude generalization in humans and recurrent networks. Neuron. PMID 33626322 DOI: 10.1016/j.neuron.2021.02.004   
2021 Recanatesi S, Farrell M, Lajoie G, Deneve S, Rigotti M, Shea-Brown E. Predictive learning as a network mechanism for extracting low-dimensional latent space representations. Nature Communications. 12: 1417. PMID 33658520 DOI: 10.1038/s41467-021-21696-1   
2021 Liu Y, Li Z, Pan S, Gong C, Zhou C, Karypis G. Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33819161 DOI: 10.1109/TNNLS.2021.3068344   
2021 Zheng C, Pan L, Wu P. CAMU: Cycle-Consistent Adversarial Mapping Model for User Alignment across Social Networks. Ieee Transactions On Cybernetics. PMID 33750732 DOI: 10.1109/TCYB.2021.3064294   
2021 Yotsutsuji S, Lei M, Akama H. Evaluation of Task fMRI Decoding With Deep Learning on a Small Sample Dataset. Frontiers in Neuroinformatics. 15: 577451. PMID 33679360 DOI: 10.3389/fninf.2021.577451   
2021 Chang P, Zhang LJ. A CDST Perspective on Variability in Foreign Language Learners' Listening Development. Frontiers in Psychology. 12: 601962. PMID 33613385 DOI: 10.3389/fpsyg.2021.601962   
2021 Dharmaretnam D, Foster C, Fyshe A. Words as a window: Using word embeddings to explore the learned representations of Convolutional Neural Networks. Neural Networks : the Official Journal of the International Neural Network Society. 137: 63-74. PMID 33556802 DOI: 10.1016/j.neunet.2020.12.009   
2021 Thammasorn P, Chaovalitwongse WA, Hippe DS, Wootton LS, Ford EC, Spraker MB, Combs SE, Peeken JC, Nyflot MJ. Nearest Neighbor-Based Strategy to Optimize Multi-View Triplet Network for Classification of Small-Sample Medical Imaging Data. Ieee Transactions On Neural Networks and Learning Systems. PMID 33690126 DOI: 10.1109/TNNLS.2021.3059635   
2021 Kang J, Ullah Z, Gwak J. MRI-Based Brain Tumor Classification Using Ensemble of Deep Features and Machine Learning Classifiers. Sensors (Basel, Switzerland). 21. PMID 33810176 DOI: 10.3390/s21062222   
2021 Vununu C, Lee SH, Kwon KR. A Classification Method for the Cellular Images Based on Active Learning and Cross-Modal Transfer Learning. Sensors (Basel, Switzerland). 21. PMID 33672489 DOI: 10.3390/s21041469   
2021 Martin E, Ernoult M, Laydevant J, Li S, Querlioz D, Petrisor T, Grollier J. EqSpike: spike-driven equilibrium propagation for neuromorphic implementations. Iscience. 24: 102222. PMID 33748709 DOI: 10.1016/j.isci.2021.102222   
2021 Merino I, Azpiazu J, Remazeilles A, Sierra B. 3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts. Sensors (Basel, Switzerland). 21. PMID 33557360 DOI: 10.3390/s21041078   
2021 Qing Y, Zeng Y, Cao Q, Huang GB. End-to-end novel visual categories learning via auxiliary self-supervision. Neural Networks : the Official Journal of the International Neural Network Society. 139: 24-32. PMID 33677376 DOI: 10.1016/j.neunet.2021.02.015   
2021 Gu W, Gao F, Lou X, Zhang J. Discovering latent node Information by graph attention network. Scientific Reports. 11: 6967. PMID 33772048 DOI: 10.1038/s41598-021-85826-x   
2021 Cui J, Zhu H, Deng H, Chen Z, Liu D. FeARH: Federated machine learning with Anonymous Random Hybridization on electronic medical records. Journal of Biomedical Informatics. 103735. PMID 33711540 DOI: 10.1016/j.jbi.2021.103735   
2021 Yang S, Gao T, Wang J, Deng B, Lansdell B, Linares-Barranco B. Efficient Spike-Driven Learning With Dendritic Event-Based Processing. Frontiers in Neuroscience. 15: 601109. PMID 33679295 DOI: 10.3389/fnins.2021.601109   
2021 Zhang Z, Bu J, Li Z, Yao C, Wang C, Wu J. TigeCMN: On exploration of temporal interaction graph embedding via Coupled Memory Neural Networks. Neural Networks : the Official Journal of the International Neural Network Society. 140: 13-26. PMID 33743320 DOI: 10.1016/j.neunet.2021.02.016   
2021 Mai Z, Hu G, Chen D, Shen F, Shen HT. MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. Ieee Transactions On Neural Networks and Learning Systems. PMID 33646956 DOI: 10.1109/TNNLS.2020.3049011   
2021 Zhou S, Wang J, Shu J, Meng D, Wang L, Zheng N. Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification. Ieee Transactions On Neural Networks and Learning Systems. PMID 33729954 DOI: 10.1109/TNNLS.2021.3061164   
2021 Wan P, Chen F, Liu C, Kong W, Zhang D. Hierarchical Temporal Attention Network for Thyroid Nodule Recognition using Dynamic CEUS Imaging. Ieee Transactions On Medical Imaging. PMID 33651687 DOI: 10.1109/TMI.2021.3063421   
2021 Zhou K, Yang Y, Cavallaro A, Xiang T. Learning Generalisable Omni-Scale Representations for Person Re-Identification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33769931 DOI: 10.1109/TPAMI.2021.3069237   
2021 Davis GP, Katz GE, Gentili RJ, Reggia JA. Compositional memory in attractor neural networks with one-step learning. Neural Networks : the Official Journal of the International Neural Network Society. 138: 78-97. PMID 33631609 DOI: 10.1016/j.neunet.2021.01.031   
2021 Zhang Z, Tang Z, Wang Y, Zhang Z, Zhan C, Zha Z, Wang M. Dense Residual Network: Enhancing global dense feature flow for character recognition. Neural Networks : the Official Journal of the International Neural Network Society. 139: 77-85. PMID 33684611 DOI: 10.1016/j.neunet.2021.02.005   
2021 Wang J, Chakraborty R, Yu SX. Spatial Transformer for 3D Point Clouds. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33793397 DOI: 10.1109/TPAMI.2021.3070341   
2021 He K, Lian C, Adeli E, Huo J, Gao Y, Zhang B, Zhang J, Shen D. MetricUNet: Synergistic image- and voxel-level learning for precise prostate segmentation via online sampling. Medical Image Analysis. 71: 102039. PMID 33831595 DOI: 10.1016/j.media.2021.102039   
2021 Qin Y, Zheng H, Gu Y, Huang X, Yang J, Wang L, Yao F, Zhu YM, Yang GZ. Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT. Ieee Transactions On Medical Imaging. PMID 33635786 DOI: 10.1109/TMI.2021.3062280