Brian Gardner

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 11

Top Topics

Biologically Plausible

Spiking Neural Networks

Supervised Learning

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
Rectified Classifier Chains for Prediction of Antibiotic Resistance From Multi-Labelled Data With Missing Labels. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (1) (2023)
Mukunthan Tharmakulasingam, Brian Gardner, Roberto La Ragione, Anil Fernando
Explainable Deep Learning Approach for Multilabel Classification of Antimicrobial Resistance With Missing Labels. IEEE Access 10 (2022)
Hao Chen, Brian Gardner, Paul T. Grogan, Koki Ho
Flexibility Management for Space Logistics via Decision Rules. CoRR (2021)
Brian Gardner, André Grüning
Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks. Frontiers Comput. Neurosci. 15 (2021)
Andrew W. Stephan, Brian Gardner, Steven J. Koester, André Grüning
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation. CoRR (2020)
Brian Gardner, André Grüning
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks. CoRR (2020)
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications. IEEE Signal Process. Mag. 36 (6) (2019)
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
An Introduction to Probabilistic Spiking Neural Networks. CoRR (2019)
Brian Gardner, André Grüning
Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding. CoRR (2016)
Brian Gardner, Ioana Sporea, André Grüning
Encoding Spike Patterns in Multilayer Spiking Neural Networks. CoRR (2015)
Brian Gardner, Ioana Sporea, André Grüning
Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks. Neural Comput. 27 (12) (2015)
Brian Gardner, Ioana Sporea, André Grüning
Classifying Spike Patterns by Reward-Modulated STDP. ICANN (2014)
Brian Gardner, André Grüning
Classifying Patterns in a Spiking Neural Network. ESANN (2014)
Brian Gardner, André Grüning
Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity. ICANN (2013)
Brian Gardner
Bringing laptops to class: the front lines of curricular computing. SIGUCCS (2004)
Brian Gardner, Neil Clarke
Helping faculty make technology a part of the curriculum. SIGUCCS (2001)