David Sussillo, PhD - Related publications
Affiliations: | Electrical Engineering, Neurosciences | Stanford University, Palo Alto, CA |
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50 most relevant papers in past 60 days:
50 most relevant papers in past 60 days:
| Year | Citation | Score | |
|---|---|---|---|
| 2021 | Zenke F, Vogels TP. The Remarkable Robustness of Surrogate Gradient Learning for Instilling Complex Function in Spiking Neural Networks. Neural Computation. 1-27. PMID 33513328 DOI: 10.1162/neco_a_01367 | ||
| 2021 | Li L, Xie J, Li P, Zhang L. Detachable Second-Order Pooling: Toward High-Performance First-Order Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 33523818 DOI: 10.1109/TNNLS.2021.3052829 | ||
| 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 | Zhuang C, Yan S, Nayebi A, Schrimpf M, Frank MC, DiCarlo JJ, Yamins DLK. Unsupervised neural network models of the ventral visual stream. Proceedings of the National Academy of Sciences of the United States of America. 118. PMID 33431673 DOI: 10.1073/pnas.2014196118 | ||
| 2021 | Coppolino S, Giacopelli G, Migliore M. Sequence Learning in a Single Trial: A Spiking Neurons Model Based on Hippocampal Circuitry. Ieee Transactions On Neural Networks and Learning Systems. PMID 33481720 DOI: 10.1109/TNNLS.2021.3049281 | ||
| 2021 | Peng J, Tang B, Jiang H, Li Z, Lei Y, Lin T, Li H. Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577459 DOI: 10.1109/TNNLS.2021.3056201 | ||
| 2021 | Delange M, Aljundi R, Masana M, Parisot S, Jia X, Leonardis A, Slabaugh G, Tuytelaars T. A continual learning survey: Defying forgetting in classification tasks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33544669 DOI: 10.1109/TPAMI.2021.3057446 | ||
| 2021 | Zhang C, Zhang D, Stepanyants A. Noise in neurons and synapses enables reliable associative memory storage in local cortical circuits. Eneuro. PMID 33408153 DOI: 10.1523/ENEURO.0302-20.2020 | ||
| 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 | Wen S, Rios A, Ge Y, Itti L. Beneficial Perturbation Network for Designing General Adaptive Artificial Intelligence Systems. Ieee Transactions On Neural Networks and Learning Systems. PMID 33596177 DOI: 10.1109/TNNLS.2021.3054423 | ||
| 2021 | Xiang J, Dong Y, Yang Y. FISTA-Net: Learning A Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging. Ieee Transactions On Medical Imaging. PMID 33493113 DOI: 10.1109/TMI.2021.3054167 | ||
| 2021 | Quax SC, Bosch SE, Peelen MV, van Gerven MAJ. Population codes of prior knowledge learned through environmental regularities. Scientific Reports. 11: 640. PMID 33436692 DOI: 10.1038/s41598-020-79366-z | ||
| 2021 | Ma R, Zhang B, Zhou Y, Li Z, Lei F. PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising. Ieee Transactions On Neural Networks and Learning Systems. PMID 33449884 DOI: 10.1109/TNNLS.2020.3048031 | ||
| 2021 | Zhou Y, Du X, Wang M, Huo S, Zhang Y, Kung SY. Cross-Scale Residual Network: A General Framework for Image Super-Resolution, Denoising, and Deblocking. Ieee Transactions On Cybernetics. PMID 33531310 DOI: 10.1109/TCYB.2020.3044374 | ||
| 2021 | Yu Q, Song S, Ma C, Wei J, Chen S, Tan KC. Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns. Ieee Transactions On Neural Networks and Learning Systems. PMID 33531306 DOI: 10.1109/TNNLS.2021.3052804 | ||
| 2021 | Wang F, Diao X, Chang S, Xu L. Recent Progresses of Deep Learning in Drug Discovery. Current Pharmaceutical Design. PMID 33511933 DOI: 10.2174/1381612827666210129123231 | ||
| 2021 | Jha K, Xun G, Zhang A. Continual Representation Learning For Evolving Biomedical Bipartite Networks. Bioinformatics (Oxford, England). PMID 33532833 DOI: 10.1093/bioinformatics/btab067 | ||
| 2021 | Chang X, Pan H, Sun W, Gao H. YolTrack: Multitask Learning Based Real-Time Multiobject Tracking and Segmentation for Autonomous Vehicles. Ieee Transactions On Neural Networks and Learning Systems. PMID 33577460 DOI: 10.1109/TNNLS.2021.3056383 | ||
| 2021 | Noel JP, Caziot B, Bruni S, Fitzgerald NE, Avila E, Angelaki DE. Supporting generalization in non-human primate behavior by tapping into structural knowledge: Examples from sensorimotor mappings, inference, and decision-making. Progress in Neurobiology. 101996. PMID 33454361 DOI: 10.1016/j.pneurobio.2021.101996 | ||
| 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 | Mao R, Cui R, Chen CLP. Broad Learning With Reinforcement Learning Signal Feedback: Theory and Applications. Ieee Transactions On Neural Networks and Learning Systems. PMID 33460385 DOI: 10.1109/TNNLS.2020.3047941 | ||
| 2021 | Chi R, Hui Y, Huang B, Hou Z, Bu X. Data-Driven Adaptive Consensus Learning From Network Topologies. Ieee Transactions On Neural Networks and Learning Systems. PMID 33556018 DOI: 10.1109/TNNLS.2021.3053186 | ||
| 2021 | Pandey A, Schreurs J, Suykens JAK. Generative Restricted Kernel Machines: A framework for multi-view generation and disentangled feature learning. Neural Networks : the Official Journal of the International Neural Network Society. 135: 177-191. PMID 33395588 DOI: 10.1016/j.neunet.2020.12.010 | ||
| 2021 | Yang S, Wang J, Hao X, Li H, Wei X, Deng B, Loparo KA. BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture. Ieee Transactions On Neural Networks and Learning Systems. PMID 33428574 DOI: 10.1109/TNNLS.2020.3045492 | ||
| 2021 | Chen J, Gong Z, Wang W, Liu W, Dong X. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings. Ieee Transactions On Neural Networks and Learning Systems. PMID 33566768 DOI: 10.1109/TNNLS.2021.3054422 | ||
| 2021 | Petrosyan A, Sinkin M, Lebedev MA, Ossadtchi A. Decoding and interpreting cortical signals with a compact convolutional neural network. Journal of Neural Engineering. PMID 33524962 DOI: 10.1088/1741-2552/abe20e | ||
| 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 | Kc K, Li R, Cui F, Haake A. Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 33587705 DOI: 10.1109/TCBB.2021.3059415 | ||
| 2021 | Vandenhende S, Georgoulis S, Van Gansbeke W, Proesmans M, Dai D, Van Gool L. Multi-Task Learning for Dense Prediction Tasks: A Survey. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33497328 DOI: 10.1109/TPAMI.2021.3054719 | ||
| 2021 | Royen R, Denis L, Bolsee Q, Hu P, Munteanu A. MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets. Neural Networks : the Official Journal of the International Neural Network Society. 137: 43-53. PMID 33549982 DOI: 10.1016/j.neunet.2021.01.015 | ||
| 2021 | Harris E, Mihai D, Hare J. How Convolutional Neural Network Architecture Biases Learned Opponency and Color Tuning. Neural Computation. 1-41. PMID 33400902 DOI: 10.1162/neco_a_01356 | ||
| 2021 | Yu J, Liu G. Extracting and inserting knowledge into stacked denoising auto-encoders. Neural Networks : the Official Journal of the International Neural Network Society. 137: 31-42. PMID 33545610 DOI: 10.1016/j.neunet.2021.01.010 | ||
| 2021 | Lu Z, Sreekumar G, Goodman E, Banzhaf W, Deb K, Boddeti VN. Neural Architecture Transfer. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33465025 DOI: 10.1109/TPAMI.2021.3052758 | ||
| 2021 | Yoon JS, Roh MC, Suk HI. A Plug-in Method for Representation Factorization in Connectionist Models. Ieee Transactions On Neural Networks and Learning Systems. PMID 33566769 DOI: 10.1109/TNNLS.2021.3054480 | ||
| 2021 | Li M, Chen S, Chen X, Zhang Y, Wang Y, Tian Q. Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33481706 DOI: 10.1109/TPAMI.2021.3053765 | ||
| 2021 | Duan S, Yu S, Principe JC. Modularizing Deep Learning via Pairwise Learning With Kernels. Ieee Transactions On Neural Networks and Learning Systems. PMID 33400656 DOI: 10.1109/TNNLS.2020.3042346 | ||
| 2021 | Feulner B, Clopath C. Neural manifold under plasticity in a goal driven learning behaviour. Plos Computational Biology. 17: e1008621. PMID 33544700 DOI: 10.1371/journal.pcbi.1008621 | ||
| 2021 | Wang Z, Gu T, Zhu Y, Li D, Yang H, Du W. FLDNet: Frame Level Distilling Neural Network for EEG Emotion Recognition. Ieee Journal of Biomedical and Health Informatics. PMID 33400657 DOI: 10.1109/JBHI.2021.3049119 | ||
| 2021 | Gould S, Hartley R, Campbell DJ. Deep Declarative Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33591908 DOI: 10.1109/TPAMI.2021.3059462 | ||
| 2021 | Lim DH, Wu S, Zhao R, Lee JH, Jeong H, Shi L. Spontaneous sparse learning for PCM-based memristor neural networks. Nature Communications. 12: 319. PMID 33436611 DOI: 10.1038/s41467-020-20519-z | ||
| 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 | Schönsberg F, Roudi Y, Treves A. Efficiency of Local Learning Rules in Threshold-Linear Associative Networks. Physical Review Letters. 126: 018301. PMID 33480759 DOI: 10.1103/PhysRevLett.126.018301 | ||
| 2021 | Li C, Yang Y, Liang H, Wu B. Transfer learning for establishment of recognition of COVID-19 on CT imaging using small-sized training datasets. Knowledge-Based Systems. 106849. PMID 33584016 DOI: 10.1016/j.knosys.2021.106849 | ||
| 2021 | Xu X, Zheng H, You C, Guo Z, Wu X. FAR-Net: Feature-Wise Attention-Based Relation Network for Multilabel Jujube Defect Classification. Sensors (Basel, Switzerland). 21. PMID 33429978 DOI: 10.3390/s21020392 | ||
| 2021 | Wang Y, Zhang X, Shen Y, Du B, Zhao G, Cui Lizhen LC, Wen H. Event-Stream Representation for Human Gaits Identification Using Deep Neural Networks. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33502972 DOI: 10.1109/TPAMI.2021.3054886 | ||
| 2021 | Ragab DA, Attallah O, Sharkas M, Ren J, Marshall S. A framework for breast cancer classification using Multi-DCNNs. Computers in Biology and Medicine. 131: 104245. PMID 33556893 DOI: 10.1016/j.compbiomed.2021.104245 | ||
| 2021 | Li L, Hoyer S, Pederson R, Sun R, Cubuk ED, Riley P, Burke K. Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics. Physical Review Letters. 126: 036401. PMID 33543980 DOI: 10.1103/PhysRevLett.126.036401 | ||
| 2021 | Sammut S, Koh RGL, Zariffa J. Compensation Strategies for Bioelectric Signal Changes in Chronic Selective Nerve Cuff Recordings: A Simulation Study. Sensors (Basel, Switzerland). 21. PMID 33445808 DOI: 10.3390/s21020506 | ||
| 2021 | Yu M, Li X, Song Y, Liu J. Visual association learning induces global network reorganization. Neuropsychologia. 107789. PMID 33587930 DOI: 10.1016/j.neuropsychologia.2021.107789 | ||
| 2021 | El-Fiqi H, Wang M, Kasmarik K, Bezerianos A, Tan KC, Abbass HA. Weighted Gate Layer Autoencoders. Ieee Transactions On Cybernetics. PMID 33502995 DOI: 10.1109/TCYB.2021.3049583 |