Brian Gardner

16 papers B 1C 2Misc 2Journal 11

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels. IEEE ACM Trans. Comput. Biol. Bioinform. Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
2022	J	`jnl`	Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels. IEEE Access Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
2021	J	`jnl`	Flexibility Management for Space Logistics via Decision Rules. CoRR Hao Chen, Brian Gardner, Paul T. Grogan, Koki Ho
2021	J	`jnl`	Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks. Frontiers Comput. Neurosci. Brian Gardner, André Grüning
2020	J	`jnl`	Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation. CoRR Andrew W. Stephan, Brian Gardner, Steven J. Koester, André Grüning
2020	J	`jnl`	Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks. CoRR Brian Gardner, André Grüning
2019	J	`jnl`	An Introduction to Probabilistic Spiking Neural Networks. CoRR Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2019	J	`jnl`	An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications. IEEE Signal Process. Mag. Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2016	J	`jnl`	Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding. CoRR Brian Gardner, André Grüning
2015	J	`jnl`	Encoding Spike Patterns in Multilayer Spiking Neural Networks. CoRR Brian Gardner, Ioana Sporea, André Grüning
2015	J	`jnl`	Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks. Neural Comput. Brian Gardner, Ioana Sporea, André Grüning
2014	B	`conf`	Classifying Patterns in a Spiking Neural Network. ESANN Brian Gardner, André Grüning
2014	C	`conf`	Classifying Spike Patterns by Reward-Modulated STDP. ICANN Brian Gardner, Ioana Sporea, André Grüning
2013	C	`conf`	Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity. ICANN Brian Gardner, André Grüning
2004	Misc	`conf`	Bringing laptops to class: the front lines of curricular computing. SIGUCCS Brian Gardner
2001	Misc	`conf`	Helping faculty make technology a part of the curriculum. SIGUCCS Brian Gardner, Neil Clarke