Overview
research interests
- Causal modeling, probabilistic modeling, feedback neural networks, explainable AI (XAI), fuzzy ognitive maps, and nonlinear signal processing
Scholarly & Creative Works
selected scholarly works & creative activities
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Article
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2023Noise-boosted recurrent backpropagation. NEUROCOMPUTING. 559.Full Text via DOI: 10.1016/j.neucom.2023.126438 Web of Science: 001097615700001
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2020Bidirectional Backpropagation. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS. 50:1982-1994.Full Text via DOI: 10.1109/TSMC.2019.2916096 Web of Science: 000529206700031
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2019Noise-boosted bidirectional backpropagation and adversarial learning. NEURAL NETWORKS. 120:9-31.Full Text via DOI: 10.1016/j.neunet.2019.09.016 Web of Science: 000500919900003
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Conference
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2024Bidirectional Variational AutoencodersFull Text via DOI: 10.1109/IJCNN60899.2024.10650379 Web of Science: 001315691504005
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2024Training Deep Neural Classifiers with Soft Diamond Regularizers. 1538-1545.Full Text via DOI: 10.1109/ICMLA61862.2024.00237 Web of Science: 001468515500228
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2023Bidirectional Backpropagation Autoencoding Networks for Image Compression and Denoising. 730-737.Full Text via DOI: 10.1109/icmla58977.2023.00107
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2023Hidden Priors for Bayesian Bidirectional Backpropagation. 445-451.Full Text via DOI: 10.1109/smc53992.2023.10394213
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2022Deeper Bidirectional Neural Networks with Generalized Non-Vanishing Hidden Neurons. 69-76.Full Text via DOI: 10.1109/ICMLA55696.2022.00017 Web of Science: 000980994900010
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2022LOCATION AWARE SUPER-RESOLUTION FOR SATELLITE DATA FUSION. 2010 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM. 3758-3761.Full Text via DOI: 10.1109/IGARSS46834.2022.9884391 Web of Science: 000920916603231
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2021Bayesian Bidirectional Backpropagation LearningFull Text via DOI: 10.1109/IJCNN52387.2021.9533873 Web of Science: 000722581704079
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2021Bidirectional Backpropagation for High-Capacity Blocking Networks. 704-709.Full Text via DOI: 10.1109/ICMLA52953.2021.00118 Web of Science: 000779208200110
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2021Deeper Neural Networks with Non-Vanishing Logistic Hidden Units: NoVa vs. ReLU Neurons. 1407-1412.Full Text via DOI: 10.1109/ICMLA52953.2021.00227 Web of Science: 000779208200219
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2020High Capacity Neural Block Classifiers with Logistic Neurons and Random CodingFull Text via DOI: 10.1109/ijcnn48605.2020.9207218 Web of Science: 000626021404124
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2018Training Generative Adversarial Networks with Bidirectional Backpropagation. 1178-1185.Full Text via DOI: 10.1109/ICMLA.2018.00190 Web of Science: 000463034400182
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2017Using Noise to Speed Up Video Classification with Recurrent Backpropagation. 108-115.Web of Science: 000426968700016
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Preprint
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2020Optimizing Black-box Metrics with Adaptive SurrogatesFull Text via DOI: 10.48550/arxiv.2002.08605
Contact
full name
- Olaoluwa Adigun
Identifiers
ORCID iD
- https://orcid.org/0000-0003-4514-9880 (confirmed)
