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Brian Gardner
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2020 – today
- 2023
- [j5]Mukunthan Tharmakulasingam
, Brian Gardner
Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 625-636 (2023) - 2022
- [j4]Mukunthan Tharmakulasingam
Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels. IEEE Access 10: 113073-113085 (2022) - 2021
- [j3]Brian Gardner, André Grüning:
Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks. Frontiers Comput. Neurosci. 15: 617862 (2021) - [i6]Hao Chen, Brian Gardner, Paul T. Grogan, Koki Ho:
Flexibility Management for Space Logistics via Decision Rules. CoRR abs/2103.08967 (2021) - 2020
- [i5]Andrew W. Stephan, Brian Gardner, Steven J. Koester, André Grüning:
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation. CoRR abs/2007.13296 (2020) - [i4]Brian Gardner, André Grüning:
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks. CoRR abs/2008.06937 (2020)
2010 – 2019
- 2019
- [j2]Hyeryung Jang
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications. IEEE Signal Process. Mag. 36(6): 64-77 (2019) - [i3]Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning:
An Introduction to Probabilistic Spiking Neural Networks. CoRR abs/1910.01059 (2019) - 2016
- [i2]Brian Gardner, André Grüning:
Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding. CoRR abs/1601.03649 (2016) - 2015
- [j1]Brian Gardner, Ioana Sporea, André Grüning:
Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks. Neural Comput. 27(12): 2548-2586 (2015) - [i1]Brian Gardner, Ioana Sporea, André Grüning:
Encoding Spike Patterns in Multilayer Spiking Neural Networks. CoRR abs/1503.09129 (2015) - 2014
- [c5]Brian Gardner, André Grüning:
Classifying Patterns in a Spiking Neural Network. ESANN 2014 - [c4]Brian Gardner, Ioana Sporea, André Grüning:
Classifying Spike Patterns by Reward-Modulated STDP. ICANN 2014: 749-756 - 2013
- [c3]Brian Gardner, André Grüning:
Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity. ICANN 2013: 256-263
2000 – 2009
- 2004
- [c2]Brian Gardner:
Bringing laptops to class: the front lines of curricular computing. SIGUCCS 2004: 7-12 - 2001
- [c1]Brian Gardner, Neil Clarke:
Helping faculty make technology a part of the curriculum. SIGUCCS 2001: 44-48
Coauthor Index
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