Alireza Alemi, Ph.D. - Related publications

Affiliations: 
2017- Center for Neuroscience University of California, Davis, Davis, CA 
Area:
Computational neuroscience, Neural Networks, Visual system
Website:
https://scholar.google.com/citations?user=0RdaaYsAAAAJ&hl=en
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Goltstein PM, Reinert S, Bonhoeffer T, Hübener M. Mouse visual cortex areas represent perceptual and semantic features of learned visual categories. Nature Neuroscience. PMID 34545249 DOI: 10.1038/s41593-021-00914-5   
2021 Rolls ET. Learning Invariant Object and Spatial View Representations in the Brain Using Slow Unsupervised Learning. Frontiers in Computational Neuroscience. 15: 686239. PMID 34366818 DOI: 10.3389/fncom.2021.686239   
2021 Zhang X, Wang W, Ren CX, Dai DQ. Learning representation for multiple biological networks via a robust graph regularized integration approach. Briefings in Bioinformatics. PMID 34607360 DOI: 10.1093/bib/bbab409   
2021 Lee D. Which deep learning model can best explain object representations of within-category exemplars? Journal of Vision. 21: 12. PMID 34520508 DOI: 10.1167/jov.21.10.12   
2021 O'Reilly RC, Russin JL, Zolfaghar M, Rohrlich J. Deep Predictive Learning in Neocortex and Pulvinar. Journal of Cognitive Neuroscience. 33: 1158-1196. PMID 34428793 DOI: 10.1162/jocn_a_01708   
2021 Wan X, Cao J, Zhou S, Wang J, Zheng N. Tracking Beyond Detection: Learning a Global Response Map for End-to-End Multi-Object Tracking. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34550886 DOI: 10.1109/TIP.2021.3113169   
2021 Zheng C, Pan L, Wu P. Attribute Augmented Network Embedding Based on Generative Adversarial Nets. Ieee Transactions On Neural Networks and Learning Systems. PMID 34623283 DOI: 10.1109/TNNLS.2021.3116419   
2021 Gangopadhyay A, Chakrabartty S. A Sparsity-Driven Backpropagation-Less Learning Framework Using Populations of Spiking Growth Transform Neurons. Frontiers in Neuroscience. 15: 715451. PMID 34393719 DOI: 10.3389/fnins.2021.715451   
2021 Kang K, Gu M, Xie C, Yang X, Wu H, Zhou K. Neural Reflectance Capture in the View-Illumination Domain. Ieee Transactions On Visualization and Computer Graphics. PMID 34606457 DOI: 10.1109/TVCG.2021.3117370   
2021 Queiẞer JF, Jung M, Matsumoto T, Tani J. Emergence of Content-Agnostic Information Processing by a Robot Using Active Inference, Visual Attention, Working Memory, and Planning. Neural Computation. 33: 2353-2407. PMID 34412116 DOI: 10.1162/neco_a_01412   
2021 Liu K, Sibille J, Dragoi G. Orientation selectivity enhances context generalization and generative predictive coding in the hippocampus. Neuron. PMID 34506724 DOI: 10.1016/j.neuron.2021.08.013   
2021 Luo A, Yang F, Li X, Li Y, Jiao Z, Cheng H, Lyu S. Robust Scene Parsing by Mining Supportive Knowledge From Dataset. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520365 DOI: 10.1109/TNNLS.2021.3107194   
2021 Zhang H, Liang H, Ni T, Huang L, Yang J. Research on Multi-Object Sorting System Based on Deep Learning. Sensors (Basel, Switzerland). 21. PMID 34577445 DOI: 10.3390/s21186238   
2021 Cheng PM, Montagnon E, Yamashita R, Pan I, Cadrin-Chênevert A, Perdigón Romero F, Chartrand G, Kadoury S, Tang A. Deep Learning: An Update for Radiologists. Radiographics : a Review Publication of the Radiological Society of North America, Inc. 41: 1427-1445. PMID 34469211 DOI: 10.1148/rg.2021200210   
2021 Ying C, Liu J, Wu K, Wang C. A Multiobjective Evolutionary Approach for Solving Large-Scale Network Reconstruction Problems via Logistic Principal Component Analysis. Ieee Transactions On Cybernetics. PMID 34520385 DOI: 10.1109/TCYB.2021.3109914   
2021 Wu J, Xu C, Han X, Zhou D, Zhang M, Li H, Tan KC. Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34546918 DOI: 10.1109/TPAMI.2021.3114196   
2021 Plebanek DJ, James KH. The Effects of Frequency, Variability, and Co-occurrence on Category Formation in Neural Systems. Journal of Cognitive Neuroscience. 33: 1397-1412. PMID 34496382 DOI: 10.1162/jocn_a_01738   
2021 Yaman A, Iacca G, Mocanu DC, Coler M, Fletcher G, Pechenizkiy M. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Evolutionary Computation. 29: 391-414. PMID 34467993 DOI: 10.1162/evco_a_00286   
2021 Li J, Zhang C, Wang L, Ding P, Hu L, Yan B, Tong L. A Visual Encoding Model Based on Contrastive Self-Supervised Learning for Human Brain Activity along the Ventral Visual Stream. Brain Sciences. 11. PMID 34439623 DOI: 10.3390/brainsci11081004   
2021 Lambert PJ, Stiegler A, Rössler T, Lambert ML, Auersperg AMI. Goffin's cockatoos discriminate objects based on weight alone. Biology Letters. 17: 20210250. PMID 34493063 DOI: 10.1098/rsbl.2021.0250   
2021 Wang L, Lei B, Li Q, Su H, Zhu J, Zhong Y. Triple-Memory Networks: A Brain-Inspired Method for Continual Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34529579 DOI: 10.1109/TNNLS.2021.3111019   
2021 Pham HV, Thanh DH, Moore P. Hierarchical Pooling in Graph Neural Networks to Enhance Classification Performance in Large Datasets. Sensors (Basel, Switzerland). 21. PMID 34577277 DOI: 10.3390/s21186070   
2021 Seijdel N, Scholte HS, de Haan EHF. Visual features drive the category-specific impairments on categorization tasks in a patient with object agnosia. Neuropsychologia. 161: 108017. PMID 34487736 DOI: 10.1016/j.neuropsychologia.2021.108017   
2021 Xiao Y, Jin Y, Hao K. Adaptive Prototypical Networks With Label Words and Joint Representation Learning for Few-Shot Relation Classification. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495842 DOI: 10.1109/TNNLS.2021.3105377   
2021 Ghods A, Cook DJ. A Survey of Deep Network Techniques All Classifiers Can Adopt. Data Mining and Knowledge Discovery. 35: 46-87. PMID 34584490 DOI: 10.1007/s10618-020-00722-8   
2021 Wang X, Ang MH, Lee G. Cascaded Refinement Network for Point Cloud Completion with Self-supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34460366 DOI: 10.1109/TPAMI.2021.3108410   
2021 Yu Y, Li B, Ji Z, Han J, Zhang Z. Knowledge Distillation Classifier Generation Network for Zero-Shot Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34587096 DOI: 10.1109/TNNLS.2021.3112229   
2021 Zhu X, Jia Y, Jian S, Gu L, Pu Z. ViTT: Vision Transformer Tracker. Sensors (Basel, Switzerland). 21. PMID 34451049 DOI: 10.3390/s21165608   
2021 Sarazin MXB, Victor J, Medernach D, Naudé J, Delord B. Online Learning and Memory of Neural Trajectory Replays for Prefrontal Persistent and Dynamic Representations in the Irregular Asynchronous State. Frontiers in Neural Circuits. 15: 648538. PMID 34305535 DOI: 10.3389/fncir.2021.648538   
2021 Raman D, O'Leary T. Optimal plasticity for memory maintenance during ongoing synaptic change. Elife. 10. PMID 34519270 DOI: 10.7554/eLife.62912   
2021 Zheng Z, An G, Cao S, Wu D, Ruan Q. Collaborative and Multilevel Feature Selection Network for Action Recognition. Ieee Transactions On Neural Networks and Learning Systems. PMID 34424850 DOI: 10.1109/TNNLS.2021.3105184   
2021 Song J, Xiao L, Molaei M, Lian Z. Sparse Coding Driven Deep Decision Tree Ensembles for Nucleus Segmentation in Digital Pathology Images. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34534088 DOI: 10.1109/TIP.2021.3112057   
2021 Zhao W, Guan Z, Luo H, Peng J, Fan J. Deep Multiple Instance Hashing for Fast Multi-Object Image Search. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 30: 7995-8007. PMID 34554911 DOI: 10.1109/TIP.2021.3112011   
2021 Klein SAW, Hutchings RJ, Todd AR. Revising mental representations of faces based on new diagnostic information. Cognition. 217: 104916. PMID 34598051 DOI: 10.1016/j.cognition.2021.104916   
2021 Li J, Wang Z, Pan Z, Liu Q, Guo D. Looking at Boundary: Siamese Densely Cooperative Fusion for Salient Object Detection. Ieee Transactions On Neural Networks and Learning Systems. PMID 34613920 DOI: 10.1109/TNNLS.2021.3113657   
2021 Zhang Z, Mondal S, Mandal S, Allred JM, Aghamiri NA, Fali A, Zhang Z, Zhou H, Cao H, Rodolakis F, McChesney JL, Wang Q, Sun Y, Abate Y, Roy K, et al. Neuromorphic learning with Mott insulator NiO. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 34531299 DOI: 10.1073/pnas.2017239118   
2021 Nishi Y, Nomura K, Marukame T, Mizushima K. Stochastic binary synapses having sigmoidal cumulative distribution functions for unsupervised learning with spike timing-dependent plasticity. Scientific Reports. 11: 18282. PMID 34521895 DOI: 10.1038/s41598-021-97583-y   
2021 Zhang F, Li J, Wang Y, Guo L, Wu D, Wu H, Zhao H. Ensemble Learning Based on Policy Optimization Neural Networks for Capability Assessment. Sensors (Basel, Switzerland). 21. PMID 34502693 DOI: 10.3390/s21175802   
2021 Dong H, Sun J, Sun X. A Multi-Objective Multi-Label Feature Selection Algorithm Based on Shapley Value. Entropy (Basel, Switzerland). 23. PMID 34441234 DOI: 10.3390/e23081094   
2021 Broschard MB, Kim J, Love BC, Wasserman EA, Freeman JH. Prelimbic cortex maintains attention to category-relevant information and flexibly updates category representations. Neurobiology of Learning and Memory. 107524. PMID 34560284 DOI: 10.1016/j.nlm.2021.107524   
2021 Zhang R, Zhu Q, Xu X, Zhang D, Huang SJ. Visual-guided attentive attributes embedding for zero-shot learning. Neural Networks : the Official Journal of the International Neural Network Society. 143: 709-718. PMID 34425510 DOI: 10.1016/j.neunet.2021.07.031   
2021 Nourani E, Asgari E, Mc Hardy A, Mofrad M. TripletProt: Deep Representation Learning of Proteins based on Siamese Networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34460382 DOI: 10.1109/TCBB.2021.3108718   
2021 Kim M. The generalized extreme learning machines: Tuning hyperparameters and limiting approach for the Moore-Penrose generalized inverse. Neural Networks : the Official Journal of the International Neural Network Society. 144: 591-602. PMID 34634606 DOI: 10.1016/j.neunet.2021.09.008   
2021 Qin C, Zhang Y, Liu Y, Zhu D, Coleman SA, Kerr D. Structure-Aware Feature Disentanglement With Knowledge Transfer for Appearance-Changing Place Recognition. Ieee Transactions On Neural Networks and Learning Systems. PMID 34460387 DOI: 10.1109/TNNLS.2021.3105175   
2021 He Y, Liu Y, Jin Y, Zhang SH, Lai YK, Hu SM. Context-Consistent Generation of Indoor Virtual Environments based on Geometry Constraints. Ieee Transactions On Visualization and Computer Graphics. PMID 34506285 DOI: 10.1109/TVCG.2021.3111729   
2021 Lai Z, Purushwalkam S, Gupta A. The Functional Correspondence Problem. Arxiv. PMID 34580645   
2021 Yang S, Lin W, Lin G, Jiang Q, Liu Z. Progressive Self-Guided Loss for Salient Object Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34606454 DOI: 10.1109/TIP.2021.3113794   
2021 Urban D, Caplier A. Time- and Resource-Efficient Time-to-Collision Forecasting for Indoor Pedestrian Obstacles Avoidance. Journal of Imaging. 7. PMID 34460511 DOI: 10.3390/jimaging7040061   
2021 Macpherson T, Matsumoto M, Gomi H, Morimoto J, Uchibe E, Hikida T. Parallel and hierarchical neural mechanisms for adaptive and predictive behavioral control. Neural Networks : the Official Journal of the International Neural Network Society. 144: 507-521. PMID 34601363 DOI: 10.1016/j.neunet.2021.09.009   
2021 Liu Y, Cong Y, Sun G, Zhang T, Dong J, Liu H. L3DOC: Lifelong 3D Object Classification. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34449358 DOI: 10.1109/TIP.2021.3106799