Anqi Wu, Ph.D. - Related publications

Affiliations: 
2019- Neuroscience Columbia University, New York, NY 
Website:
https://sites.google.com/site/anqiwuresearch/
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Sebastian J, Sur M, Murthy HA, Magimai-Doss M. Signal-to-signal neural networks for improved spike estimation from calcium imaging data. Plos Computational Biology. 17: e1007921. PMID 33647015 DOI: 10.1371/journal.pcbi.1007921   
2021 Wang Z, Liu J, Ma Y, Chen B, Zheng N, Ren P. Perturbation of Spike Timing Benefits Neural Network Performance on Similarity Search. Ieee Transactions On Neural Networks and Learning Systems. PMID 33606643 DOI: 10.1109/TNNLS.2021.3056694   
2021 Guo W, Fouda ME, Eltawil AM, Salama KN. Neural Coding in Spiking Neural Networks: A Comparative Study for Robust Neuromorphic Systems. Frontiers in Neuroscience. 15: 638474. PMID 33746705 DOI: 10.3389/fnins.2021.638474   
2021 Heidari-Gorji H, Ebrahimpour R, Zabbah S. A temporal hierarchical feedforward model explains both the time and the accuracy of object recognition. Scientific Reports. 11: 5640. PMID 33707537 DOI: 10.1038/s41598-021-85198-2   
2021 Zhang Z, Constandinou TG. Adaptive spike detection and hardware optimization towards autonomous, high-channel-count BMIs. Journal of Neuroscience Methods. 109103. PMID 33617917 DOI: 10.1016/j.jneumeth.2021.109103   
2021 Sun Z, Yu Y. Fast Approximation for Sparse Coding with Applications to Object Recognition. Sensors (Basel, Switzerland). 21. PMID 33669576 DOI: 10.3390/s21041442   
2021 Sun B, Mu C, Wu Z, Zhu X. Training-Free Deep Generative Networks for Compressed Sensing of Neural Action Potentials. Ieee Transactions On Neural Networks and Learning Systems. PMID 33830927 DOI: 10.1109/TNNLS.2021.3069436   
2021 Dai Y, Yamamoto H, Sakuraba M, Sato S. Computational Efficiency of a Modular Reservoir Network for Image Recognition. Frontiers in Computational Neuroscience. 15: 594337. PMID 33613220 DOI: 10.3389/fncom.2021.594337   
2021 Hwang S, Chang J, Oh MH, Min KK, Jang T, Park K, Yu J, Lee JH, Park BG. Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation. Frontiers in Neuroscience. 15: 629000. PMID 33679308 DOI: 10.3389/fnins.2021.629000   
2021 Wang Y, Chen L, Liu Y, Gao L. Wavelet-Prototypical Network Based on Fusion of Time and Frequency Domain for Fault Diagnosis. Sensors (Basel, Switzerland). 21. PMID 33672742 DOI: 10.3390/s21041483   
2021 Choi H, Bajic IV. Affine Transformation-Based Deep Frame Prediction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 33635788 DOI: 10.1109/TIP.2021.3060803   
2021 Guo W, Yantir HE, Fouda ME, Eltawil AM, Salama KN. Toward the Optimal Design and FPGA Implementation of Spiking Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33571097 DOI: 10.1109/TNNLS.2021.3055421   
2021 Zenke F, Bohté SM, Clopath C, Comşa IM, Göltz J, Maass W, Masquelier T, Naud R, Neftci EO, Petrovici MA, Scherr F, Goodman DFM. Visualizing a joint future of neuroscience and neuromorphic engineering. Neuron. 109: 571-575. PMID 33600754 DOI: 10.1016/j.neuron.2021.01.009   
2021 Barzegar V, Laflamme S, Hu C, Dodson J. Multi-Time Resolution Ensemble LSTMs for Enhanced Feature Extraction in High-Rate Time Series. Sensors (Basel, Switzerland). 21. PMID 33802233 DOI: 10.3390/s21061954   
2021 Pavone A, Svensson J, Krychowiak M, Hergenhahn U, Winters V, Kornejew P, Kwak S, Hoefel U, Koenig R, Wolf RC, . Neural network surrogates of Bayesian diagnostic models for fast inference of plasma parameters. The Review of Scientific Instruments. 92: 033531. PMID 33820062 DOI: 10.1063/5.0043772   
2021 Alharbi F, El Hindi K, Al Ahmadi S, Alsalamn H. Convolutional Neural Network-Based Discriminator for Outlier Detection. Computational Intelligence and Neuroscience. 2021: 8811147. PMID 33763125 DOI: 10.1155/2021/8811147   
2021 Zhang R, Li X, Zhang H, Jiao Z. Geodesic Multi-Class SVM with Stiefel Manifold Embedding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33784614 DOI: 10.1109/TPAMI.2021.3069498   
2021 Ali ZN, Askerzade I, Abdulwahab S. Estimation Model for Bread Quality Proficiency Using Fuzzy Weighted Relevance Vector Machine Classifier. Applied Bionics and Biomechanics. 2021: 6670316. PMID 33727954 DOI: 10.1155/2021/6670316   
2021 Swindale NV, Rowat P, Krause MR, Spacek MA, Mitelut CC. Voltage Distributions in Extracellular Brain Recordings. Journal of Neurophysiology. PMID 33689506 DOI: 10.1152/jn.00633.2020   
2021 Masud M, Bairagi AK, Nahid AA, Sikder N, Rubaiee S, Ahmed A, Anand D. A Pneumonia Diagnosis Scheme Based on Hybrid Features Extracted from Chest Radiographs Using an Ensemble Learning Algorithm. Journal of Healthcare Engineering. 2021: 8862089. PMID 33728035 DOI: 10.1155/2021/8862089   
2021 Peterson AJ. A numerical method for computing interval distributions for an inhomogeneous Poisson point process modified by random dead times. Biological Cybernetics. PMID 33742314 DOI: 10.1007/s00422-021-00868-8   
2021 Ling Y, Yue Q, Huang T, Shan Q, Hei D, Zhang X, Jia W. Multi-nuclide source term estimation method for severe nuclear accidents from sequential gamma dose rate based on a recurrent neural network. Journal of Hazardous Materials. 414: 125546. PMID 33684811 DOI: 10.1016/j.jhazmat.2021.125546   
2021 Beyramysoltan S, Abdollahi H, Musah RA. Workflow for the Supervised Learning of Chemical Data: Efficient Data Reduction-Multivariate Curve Resolution (EDR-MCR). Analytical Chemistry. 93: 5020-5027. PMID 33739821 DOI: 10.1021/acs.analchem.0c01427   
2021 Zhou J, Hoen AG, Mcritchie S, Pathmasiri W, Viles WD, Nguyen QP, Madan JC, Dade E, Karagas MR, Gui J. Information enhanced model selection for Gaussian graphical model with application to metabolomic data. Biostatistics (Oxford, England). PMID 33720330 DOI: 10.1093/biostatistics/kxab006   
2021 Wang X, Tong Y. Application of an emotional classification model in e-commerce text based on an improved transformer model. Plos One. 16: e0247984. PMID 33667262 DOI: 10.1371/journal.pone.0247984   
2021 Hou E, Lawrence E, Hero AO. Penalized ensemble Kalman filters for high dimensional non-linear systems. Plos One. 16: e0248046. PMID 33735201 DOI: 10.1371/journal.pone.0248046   
2021 Parasram T, Daoud R, Xiao D. T analysis using artificial neural networks. Journal of Magnetic Resonance (San Diego, Calif. : 1997). 325: 106930. PMID 33640586 DOI: 10.1016/j.jmr.2021.106930   
2021 Lu Z, Lou W. Bayesian approaches to variable selection: a comparative study from practical perspectives. The International Journal of Biostatistics. PMID 33761580 DOI: 10.1515/ijb-2020-0130   
2021 Min DH, Yoon HK. Suggestion for a new deterministic model coupled with machine learning techniques for landslide susceptibility mapping. Scientific Reports. 11: 6594. PMID 33758272 DOI: 10.1038/s41598-021-86137-x   
2021 Park Y, Lee HK, Shin JK, Chon K, Kim S, Cho KH, Kim JH, Baek SS. A machine learning approach for early warning of cyanobacterial bloom outbreaks in a freshwater reservoir. Journal of Environmental Management. 288: 112415. PMID 33774562 DOI: 10.1016/j.jenvman.2021.112415   
2021 Lu Y, Tian Y, Zhou T, Zhu S, Li J. Multicenter privacy-preserving Cox analysis based on homomorphic encryption. Ieee Journal of Biomedical and Health Informatics. PMID 33822728 DOI: 10.1109/JBHI.2021.3071270   
2021 Roberts E, Zhao L. A Bayesian mixture model for changepoint estimation using ordinal predictors. The International Journal of Biostatistics. PMID 33823087 DOI: 10.1515/ijb-2020-0151   
2021 Ghosh SK, Rano M, Ghosh D. Configuration interaction trained by neural networks: Application to model polyaromatic hydrocarbons. The Journal of Chemical Physics. 154: 094117. PMID 33685176 DOI: 10.1063/5.0040785   
2021 Ghosh SK, Rano M, Ghosh D. Configuration interaction trained by neural networks: Application to model polyaromatic hydrocarbons. The Journal of Chemical Physics. 154: 094117. PMID 33685176 DOI: 10.1063/5.0040785   
2021 Liang D, Song M, Niu Z, Zhang P, Rafailovich M, Deng Y. Supervised machine learning approach to molecular dynamics forecast of SARS-CoV-2 spike glycoproteins at varying temperatures. Mrs Advances. 1-6. PMID 33619443 DOI: 10.1557/s43580-021-00021-4   
2021 Esfandiari Y, Balu A, Ebrahimi K, Vaidya U, Elia N, Sarkar S. A fast saddle-point dynamical system approach to robust deep learning. Neural Networks : the Official Journal of the International Neural Network Society. 139: 33-44. PMID 33677377 DOI: 10.1016/j.neunet.2021.02.021   
2021 Safo SE, Min EJ, Haine L. Sparse linear discriminant analysis for multi-view structured data. Biometrics. PMID 33739448 DOI: 10.1111/biom.13458   
2021 Zhang X, Huang W, Gao J, Wang D, Bai C, Chen Z. Deep sparse transfer learning for remote smart tongue diagnosis. Mathematical Biosciences and Engineering : Mbe. 18: 1169-1186. PMID 33757181 DOI: 10.3934/mbe.2021063   
2021 Jones D, Kim H, Zhang X, Zemla A, Stevenson G, Bennett WFD, Kirshner D, Wong SE, Lightstone FC, Allen JE. Improved Protein-Ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference. Journal of Chemical Information and Modeling. PMID 33754707 DOI: 10.1021/acs.jcim.0c01306   
2021 Matilla-García M, Morales I, Rodríguez JM, Ruiz Marín M. Selection of Embedding Dimension and Delay Time in Phase Space Reconstruction via Symbolic Dynamics. Entropy (Basel, Switzerland). 23. PMID 33670103 DOI: 10.3390/e23020221   
2021 Paskett MD, Brinton MR, Hansen TC, George JA, Davis TS, Duncan CC, Clark GA. Activities of daily living with bionic arm improved by combination training and latching filter in prosthesis control comparison. Journal of Neuroengineering and Rehabilitation. 18: 45. PMID 33632237 DOI: 10.1186/s12984-021-00839-x   
2021 Aslam MA, Xue C, Chen Y, Zhang A, Liu M, Wang K, Cui D. Breath analysis based early gastric cancer classification from deep stacked sparse autoencoder neural network. Scientific Reports. 11: 4014. PMID 33597551 DOI: 10.1038/s41598-021-83184-2   
2021 Wang W, Lu SE, Cheng JQ, Xie M, Kostis JB. Multivariate survival analysis in big data: A divide-and-combine approach. Biometrics. PMID 33847371 DOI: 10.1111/biom.13469   
2021 Li Z, Chen Y, Sommer FT. A Neural Network MCMC Sampler That Maximizes Proposal Entropy. Entropy (Basel, Switzerland). 23. PMID 33668743 DOI: 10.3390/e23030269   
2021 Wang X, Hu T, Tang L. A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace. Ieee Transactions On Neural Networks and Learning Systems. PMID 33661737 DOI: 10.1109/TNNLS.2021.3059784   
2021 Shestopaloff K, Dong M, Gao F, Xu W. Dcmd: Distance-based classification using mixture distributions on microbiome data. Plos Computational Biology. 17: e1008799. PMID 33711013 DOI: 10.1371/journal.pcbi.1008799   
2021 Yin J, Gu J, Chen Y, Tang W, Zhang F. Method for determining load magnitude and location from the plastic deformation of fixed beams using a neural network. Science Progress. 104: 368504211003385. PMID 33749415 DOI: 10.1177/00368504211003385   
2021 Yu C, Rosendo A. Risk-Aware Model-Based Control. Frontiers in Robotics and Ai. 8: 617839. PMID 33778013 DOI: 10.3389/frobt.2021.617839   
2021 Lu Q, Forbes MG, Loewen PD, Backström JU, Dumont GA, Gopaluni RB. Model-plant mismatch detection for cross-directional processes. Isa Transactions. PMID 33632602 DOI: 10.1016/j.isatra.2021.01.051   
2021 Dong H, Suárez-Paniagua V, Whiteley W, Wu H. Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation. Journal of Biomedical Informatics. 103728. PMID 33711543 DOI: 10.1016/j.jbi.2021.103728