Jeffrey J Rodny - Related publications

University of California, Merced, Merced, CA, United States 
Cognitive Neuroscience, Computational Cogniive Neuroscience, Computer models of reinforcement learning, Classical Conditioning, Learning
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50 most relevant papers in past 60 days:
Year Citation  Score
2021 Zhang M, Wang J, Wu J, Belatreche A, Amornpaisannon B, Zhang Z, Miriyala VPK, Qu H, Chua Y, Carlson TE, Li H. Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks. Ieee Transactions On Neural Networks and Learning Systems. PMID 34534091 DOI: 10.1109/TNNLS.2021.3110991   
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 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 Jiang R, Zhang J, Yan R, Tang H. Few-Shot Learning in Spiking Neural Networks by Multi-Timescale Optimization. Neural Computation. 1-34. PMID 34280263 DOI: 10.1162/neco_a_01423   
2021 Rajakumar A, Rinzel J, Chen ZS. Stimulus-Driven and Spontaneous Dynamics in Excitatory-Inhibitory Recurrent Neural Networks for Sequence Representation. Neural Computation. 33: 2603-2645. PMID 34530451 DOI: 10.1162/neco_a_01418   
2021 Datta R, Singh S. Artificial intelligence in critical care: Its about time! Medical Journal, Armed Forces India. 77: 266-275. PMID 34305278 DOI: 10.1016/j.mjafi.2020.10.005   
2021 Datta R, Singh S. Artificial intelligence in critical care: Its about time! Medical Journal, Armed Forces India. 77: 266-275. PMID 34305278 DOI: 10.1016/j.mjafi.2020.10.005   
2021 Fan J, Ma C, Zhong Y. A selective overview of deep learning. Statistical Science : a Review Journal of the Institute of Mathematical Statistics. 36: 264-290. PMID 34305305 DOI: 10.1214/20-sts783   
2021 N B H, Nagaraj N. When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning. Neural Networks : the Official Journal of the International Neural Network Society. 143: 425-435. PMID 34252737 DOI: 10.1016/j.neunet.2021.06.025   
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 Zhang H, Fan H, Wang L, Wang X. Learning Hamiltonian dynamics with reservoir computing. Physical Review. E. 104: 024205. PMID 34525517 DOI: 10.1103/PhysRevE.104.024205   
2021 Prashanth T, Saha S, Basarkod S, Aralihalli S, Dhavala SS, Saha S, Aduri R. LipGene: Lipschitz continuity guided adaptive learning rates for fast convergence on Microarray Expression Data Sets. Ieee/Acm Transactions On Computational Biology and Bioinformatics. PMID 34495836 DOI: 10.1109/TCBB.2021.3110516   
2021 Mishra P, Narayanan R. Stable continual learning through structured multiscale plasticity manifolds. Current Opinion in Neurobiology. 70: 51-63. PMID 34416674 DOI: 10.1016/j.conb.2021.07.009   
2021 Huang L, Ling C. Leveraging Transfer Learning and Chemical Principles toward Interpretable Materials Properties. Journal of Chemical Information and Modeling. PMID 34435765 DOI: 10.1021/acs.jcim.1c00434   
2021 Li K, Zhang T, Wang R, Wang Y, Han Y, Wang L. Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems. Ieee Transactions On Cybernetics. PMID 34437087 DOI: 10.1109/TCYB.2021.3103811   
2021 Ozyildirim BM, Kiran M. Levenberg-Marquardt multi-classification using hinge loss function. Neural Networks : the Official Journal of the International Neural Network Society. 143: 564-571. PMID 34315008 DOI: 10.1016/j.neunet.2021.07.010   
2021 Hayes TL, Krishnan GP, Bazhenov M, Siegelmann HT, Sejnowski TJ, Kanan C. Replay in Deep Learning: Current Approaches and Missing Biological Elements. Neural Computation. 1-44. PMID 34474476 DOI: 10.1162/neco_a_01433   
2021 Iglesias LL, Bellón PS, Del Barrio AP, Fernández-Miranda PM, González DR, Vega JA, Mandly AAG, Blanco JAP. A primer on deep learning and convolutional neural networks for clinicians. Insights Into Imaging. 12: 117. PMID 34383173 DOI: 10.1186/s13244-021-01052-z   
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 Sun H, Fu T, Ling Y, He C. Adaptive Quadruped Balance Control for Dynamic Environments Using Maximum-Entropy Reinforcement Learning. Sensors (Basel, Switzerland). 21. PMID 34502796 DOI: 10.3390/s21175907   
2021 Voelker AR, Blouw P, Choo X, Dumont NS, Stewart TC, Eliasmith C. Simulating and Predicting Dynamical Systems With Spatial Semantic Pointers. Neural Computation. 33: 2033-2067. PMID 34310679 DOI: 10.1162/neco_a_01410   
2021 Lee S, Jo J. Information Flows of Diverse Autoencoders. Entropy (Basel, Switzerland). 23. PMID 34356403 DOI: 10.3390/e23070862   
2021 Qu G, Shen D, Yu X. Batch-Based Learning Consensus of Multiagent Systems With Faded Neighborhood Information. Ieee Transactions On Neural Networks and Learning Systems. PMID 34520377 DOI: 10.1109/TNNLS.2021.3110684   
2021 Kimura M, Ishisaki Y, Miyabe Y, Yoshida H, Ogawa I, Yokoyama T, Haga KI, Tokumitsu E, Nakashima Y. Neuromorphic System Using Memcapacitors and Autonomous Local Learning. Ieee Transactions On Neural Networks and Learning Systems. PMID 34469318 DOI: 10.1109/TNNLS.2021.3106566   
2021 Li X, Sindihebura TT, Zhou L, Duarte CM, Costa DP, Hindell MA, McMahon C, Muelbert MMC, Zhang X, Peng C. A prediction and imputation method for marine animal movement data. Peerj. Computer Science. 7: e656. PMID 34435100 DOI: 10.7717/peerj-cs.656   
2021 Nodera H, Matsui M. LSTM Neural Network for Inferring Conduction Velocity Distribution in Demyelinating Neuropathies. Frontiers in Neurology. 12: 699339. PMID 34276548 DOI: 10.3389/fneur.2021.699339   
2021 Cheng Y, Xu B, Lian Z, Shi Z, Shi P. Adaptive Learning Control of Switched Strict-Feedback Nonlinear Systems With Dead Zone Using NN and DOB. Ieee Transactions On Neural Networks and Learning Systems. PMID 34495844 DOI: 10.1109/TNNLS.2021.3106781   
2021 Sum J, Leung CS. Regularization Effect of Random Node Fault/Noise on Gradient Descent Learning Algorithm. Ieee Transactions On Neural Networks and Learning Systems. PMID 34487503 DOI: 10.1109/TNNLS.2021.3107051   
2021 Patil PW, Dudhane A, Kulkarni A, Murala S, Gonde AB, Gupta S. An Unified Recurrent Video Object Segmentation Framework for Various Surveillance Environments. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 34478367 DOI: 10.1109/TIP.2021.3108405   
2021 Collins AGE, Shenhav A. Advances in modeling learning and decision-making in neuroscience. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 34453117 DOI: 10.1038/s41386-021-01126-y   
2021 Tran TT, Richardson AJW, Chen VM, Lin KY. Fast and accurate ophthalmic medication bottle identification using deep learning on a smartphone device. Ophthalmology. Glaucoma. PMID 34389508 DOI: 10.1016/j.ogla.2021.08.001   
2021 Thoret E, Andrillon T, Léger D, Pressnitzer D. Probing machine-learning classifiers using noise, bubbles, and reverse correlation. Journal of Neuroscience Methods. 362: 109297. PMID 34320410 DOI: 10.1016/j.jneumeth.2021.109297   
2021 Kowalski MŁ, Pałka N, Młyńczak J, Karol M, Czerwińska E, Życzkowski M, Ciurapiński W, Zawadzki Z, Brawata S. Detection of Inflatable Boats and People in Thermal Infrared with Deep Learning Methods. Sensors (Basel, Switzerland). 21. PMID 34450770 DOI: 10.3390/s21165330   
2021 Soleimany AP, Amini A, Goldman S, Rus D, Bhatia SN, Coley CW. Evidential Deep Learning for Guided Molecular Property Prediction and Discovery. Acs Central Science. 7: 1356-1367. PMID 34471680 DOI: 10.1021/acscentsci.1c00546   
2021 Ouyang Y, Sun C, Dong L. Actor-critic learning based coordinated control for a dual-arm robot with prescribed performance and unknown backlash-like hysteresis. Isa Transactions. PMID 34446282 DOI: 10.1016/j.isatra.2021.08.005   
2021 Laurenzo T, Campbell B, Samsel F, Campbell B, Samsel F. Tomás Laurenzo: Pushing Back on Colonization. Ieee Computer Graphics and Applications. 41: 118-124. PMID 34264821 DOI: 10.1109/MCG.2021.3081835   
2021 Spänig S, Mohsen S, Hattab G, Hauschild AC, Heider D. A large-scale comparative study on peptide encodings for biomedical classification. Nar Genomics and Bioinformatics. 3: lqab039. PMID 34046590 DOI: 10.1093/nargab/lqab039   
2021 Wei H, Zhao Z, Luo R. Machine-Learned Molecular Surface and Its Application to Implicit Solvent Simulations. Journal of Chemical Theory and Computation. PMID 34516109 DOI: 10.1021/acs.jctc.1c00492   
2021 Nakamura Y, Hanaoka S, Nomura Y, Nakao T, Miki S, Watadani T, Yoshikawa T, Hayashi N, Abe O. Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers. Bmc Medical Informatics and Decision Making. 21: 262. PMID 34511100 DOI: 10.1186/s12911-021-01623-6   
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 Xu J, Zhang W, Wang F. A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 34449356 DOI: 10.1109/TPAMI.2021.3107796   
2021 Dube S, Wong YW, Nugroho H. Dynamic sampling of images from various categories for classification based incremental deep learning in fog computing. Peerj. Computer Science. 7: e633. PMID 34322595 DOI: 10.7717/peerj-cs.633   
2021 Meli R, Anighoro A, Bodkin MJ, Morris GM, Biggin PC. Learning protein-ligand binding affinity with atomic environment vectors. Journal of Cheminformatics. 13: 59. PMID 34391475 DOI: 10.1186/s13321-021-00536-w   
2021 Wu L, Pan M. English Grammar Detection Based on LSTM-CRF Machine Learning Model. Computational Intelligence and Neuroscience. 2021: 8545686. PMID 34456995 DOI: 10.1155/2021/8545686   
2021 Wittkuhn L, Chien S, Hall-McMaster S, Schuck NW. Replay in minds and machines. Neuroscience and Biobehavioral Reviews. PMID 34371078 DOI: 10.1016/j.neubiorev.2021.08.002   
2021 Mehedi ST, Anwar A, Rahman Z, Ahmed K. Deep Transfer Learning Based Intrusion Detection System for Electric Vehicular Networks. Sensors (Basel, Switzerland). 21. PMID 34300476 DOI: 10.3390/s21144736   
2021 Qin C, Duan J, Hammernik K, Schlemper J, Küstner T, Botnar R, Prieto C, Price AN, Hajnal JV, Rueckert D. Complementary time-frequency domain networks for dynamic parallel MR image reconstruction. Magnetic Resonance in Medicine. PMID 34254355 DOI: 10.1002/mrm.28917   
2021 Ma P, Zhang Z, Wang J, Zhang W, Liu J, Lu Q, Wang Z. Review on the Application of Metalearning in Artificial Intelligence. Computational Intelligence and Neuroscience. 2021: 1560972. PMID 34326864 DOI: 10.1155/2021/1560972   
2021 Knoblauch A. Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification. Neural Computation. 33: 2193-2225. PMID 34310673 DOI: 10.1162/neco_a_01407   
2021 Olmos-Ochoa TT, Fenwick KM, Ganz DA, Chawla N, Penney LS, Barnard JM, Miake-Lye IM, Hamilton AB, Finley EP. Reflective writing: a tool to support continuous learning and improved effectiveness in implementation facilitators. Implementation Science Communications. 2: 98. PMID 34479654 DOI: 10.1186/s43058-021-00203-z