Brian Gardner - researchr alias

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Viewing Publication 1 - 10 from 10

2023

Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing LabelsMukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando. tcbb, 20(1):625-636, January - February 2023. [doi]

2022

Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing LabelsMukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando. access, 10:113073-113085, 2022. [doi]

2021

Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural NetworksBrian Gardner, André Grüning. ficn, 15:617862, 2021. [doi]

2019

An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and ApplicationsHyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning. spm, 36(6):64-77, 2019. [doi]

2015

Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural NetworksBrian Gardner, Ioana Sporea, André Grüning. neco, 27(12):2548-2586, 2015. [doi]

2014

Classifying Patterns in a Spiking Neural NetworkBrian Gardner, André Grüning. esann 2014: [doi]

Classifying Spike Patterns by Reward-Modulated STDPBrian Gardner, Ioana Sporea, André Grüning. icann 2014: 749-756 [doi]

2013

Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent PlasticityBrian Gardner, André Grüning. icann 2013: 256-263 [doi]

2004

Bringing laptops to class: the front lines of curricular computingBrian Gardner. siguccs 2004: 7-12 [doi]

2001

Helping faculty make technology a part of the curriculumBrian Gardner, Neil Clarke. siguccs 2001: 44-48 [doi]

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