Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part I

Ausra Saudargiene Walter Senn Marcello Sanguineti Ausra Saudargiene Igor V. Tetko Alessandro E. P. Villa Viktor K. Jirsa Yoshua Bengio Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part I ICANN (1) Springer 2026 Lecture Notes in Computer Science 16068 978-3-032-04557-7 978-3-032-04558-4 https://doi.org/10.1007/978-3-032-04558-4 db/conf/icann/icann2025-1.html Walter Senn Marcello Sanguineti Ausra Saudargiene Igor V. Tetko Alessandro E. P. Villa Viktor K. Jirsa Yoshua Bengio Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part II ICANN (2) Springer 2026 Lecture Notes in Computer Science 16069 978-3-032-04545-4 978-3-032-04546-1 https://doi.org/10.1007/978-3-032-04546-1 db/conf/icann/icann2025-2.html Walter Senn Marcello Sanguineti Ausra Saudargiene Igor V. Tetko Alessandro E. P. Villa Viktor K. Jirsa Yoshua Bengio Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part III ICANN (3) Springer 2026 Lecture Notes in Computer Science 16070 978-3-032-04548-5 978-3-032-04549-2 https://doi.org/10.1007/978-3-032-04549-2 db/conf/icann/icann2025-3.html Walter Senn Marcello Sanguineti Ausra Saudargiene Igor V. Tetko Alessandro E. P. Villa Viktor K. Jirsa Yoshua Bengio Artificial Neural Networks and Machine Learning - ICANN 2025 - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part IV ICANN (4) Springer 2026 Lecture Notes in Computer Science 16071 978-3-032-04554-6 978-3-032-04555-3 https://doi.org/10.1007/978-3-032-04555-3 db/conf/icann/icann2025-4.html Walter Senn Marcello Sanguineti Ausra Saudargiene Igor V. Tetko Alessandro E. P. Villa Viktor K. Jirsa Yoshua Bengio Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions - 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9-12, 2025, Proceedings, Part V ICANN (5) Springer 2026 Lecture Notes in Computer Science 16072 978-3-032-04551-5 978-3-032-04552-2 https://doi.org/10.1007/978-3-032-04552-2 db/conf/icann/icann2025-5.html Damien Depannemaecker Gabriele Casagrande Augustinas Povilas Fedaravicius Ausra Saudargiene Pierpaolo Sorrentino Viktor K. Jirsa Maria Luisa Saggio Effect of Neuromodulation on the Brain Dynamical Repertoire. 469-479 2025 ICANN (1) https://doi.org/10.1007/978-3-032-04558-4_37 conf/icann/2025-1 db/conf/icann/icann2025-1.html#DepannemaeckerCFSSJS25 streams/conf/icann

Justinas J. Dainauskas Paola Vitale Sebastien Moreno Hélène Marie Michele Migliore Ausra Saudargiene Altered synaptic plasticity at hippocampal CA1-CA3 synapses in Alzheimer's disease: integration of amyloid precursor protein intracellular domain and amyloid beta effects into computational models. 2023 September 17 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2023.1305169 db/journals/ficn/ficn17.html#DainauskasVMMMS23

Tiina Manninen Ausra Saudargiene Marja-Leena Linne Astrocyte-mediated spike-timing-dependent long-term depression modulates synaptic properties in the developing cortex. 2020 16 PLoS Comput. Biol. 11 https://doi.org/10.1371/journal.pcbi.1008360 https://www.wikidata.org/entity/Q101558486 db/journals/ploscb/ploscb16.html#ManninenSL20

Gailius Raskinis Gintare Paskauskaite Ausra Saudargiene Asta Kazlauskiene Airenas Vaiciunas Comparison of Phonemic and Graphemic Word to Sub-Word Unit Mappings for Lithuanian Phone-Level Speech Transcription. 573-593 2019 30 Informatica 3 https://content.iospress.com/articles/informatica/inf1233 db/journals/informaticaLT/informaticaLT30.html#RaskinisPSKV19

Ausra Saudargiene Rokas Jackevicius Bruce P. Graham Interplay of STDP and Dendritic Plasticity in a Hippocampal CA1 Pyramidal Neuron Model. 381-388 2017 ICANN (1) https://doi.org/10.1007/978-3-319-68600-4_44 conf/icann/2017-1 db/conf/icann/icann2017-1.html#SaudargieneJG17 Riikka Havela Tiina Manninen Ausra Saudargiene Marja-Leena Linne Modeling Neuron-Astrocyte Interactions: Towards Understanding Synaptic Plasticity and Learning in the Brain. 157-168 2017 ICIC (2) https://doi.org/10.1007/978-3-319-63312-1_14 https://www.wikidata.org/entity/Q58188615 conf/icic/2017-2 db/conf/icic/icic2017-2.html#HavelaMSL17

Ausra Saudargiene Bruce P. Graham Inhibitory control of site-specific synaptic plasticity in a model CA1 pyramidal neuron. 37-50 2015 130 Biosyst. https://doi.org/10.1016/j.biosystems.2015.03.001 https://www.wikidata.org/entity/Q48281738 db/journals/biosystems/biosystems130.html#SaudargieneG15

Bruce P. Graham Ausra Saudargiene Stuart Cobb Spine Head Calcium as a Measure of Summed Postsynaptic Activity for Driving Synaptic Plasticity. 2194-2222 2014 26 Neural Comput. 10 https://doi.org/10.1162/NECO_a_00640 https://www.wikidata.org/entity/Q42462876 db/journals/neco/neco26.html#GrahamSC14

Ausra Saudargiene Bernd Porr Florentin Wörgötter Local learning rules: predicted influence of dendritic location on synaptic modification in spike-timing-dependent plasticity. 128-138 2005 92 Biol. Cybern. 2 https://doi.org/10.1007/s00422-004-0525-z https://www.wikidata.org/entity/Q45254502 db/journals/bc/bc92.html#SaudargienePW05

Ausra Saudargiene Bernd Porr Florentin Wörgötter How the Shape of Pre- and Postsynaptic Signals Can Influence STDP: A Biophysical Model. 595-625 2004 16 Neural Comput. 3 https://doi.org/10.1162/089976604772744929 https://www.wikidata.org/entity/Q44789901 db/journals/neco/neco16.html#SaudargienePW04

Ausra Saudargiene Bernd Porr Florentin Wörgötter Biologically inspired artificial neural network algorithm which implements local learning rules. 389-392 2004 conf/iscas/2004 ISCAS (5) db/conf/iscas/iscas2004-5.html#SaudergienePW04 Bernd Porr Ausra Saudargiene Florentin Wörgötter Analytical Solution of Spike-timing Dependent Plasticity Based on Synaptic Biophysics. 2003 conf/nips/2003 NIPS https://proceedings.neurips.cc/paper/2003/hash/7cac11e2f46ed46c339ec3d569853759-Abstract.html http://papers.nips.cc/paper/2408-analytical-solution-of-spike-timing-dependent-plasticity-based-on-synaptic-biophysics db/conf/nips/nips2003.html#PorrSW03 1343-1350

Sarunas Raudys Ausra Saudargiene First-Order Tree-Type Dependence between Variables and Classification Performance. 233-239 2001 23 IEEE Trans. Pattern Anal. Mach. Intell. 2 https://doi.org/10.1109/34.908975 http://doi.ieeecomputersociety.org/10.1109/34.908975 db/journals/pami/pami23.html#RaudysS01

Ausra Saudargiene Structurization of the Covariance Matrix by Process Type and Block-Diagonal Models in the Classifier Design. 245-269 1999 10 Informatica 2 https://doi.org/10.3233/INF-1999-10208 db/journals/informaticaLT/informaticaLT10.html#Saudargiene99

Sarunas Raudys Ausra Saudargiene Structures of the Covariance Matrices in the Classifier Design. 583-592 1998 conf/sspr/1998 SSPR/SPR db/conf/sspr/sspr1998.html#RaudysS98 https://doi.org/10.1007/BFb0033282 Yoshua Bengio Gabriele Casagrande Stuart Cobb Justinas J. Dainauskas Damien Depannemaecker Augustinas Povilas Fedaravicius Bruce P. Graham Riikka Havela Rokas Jackevicius Viktor K. Jirsa Asta Kazlauskiene Marja-Leena Linne Tiina Manninen Hélène Marie Michele Migliore Sebastien Moreno Gintare Paskauskaite Bernd Porr Gailius Raskinis Sarunas Raudys Maria Luisa Saggio Marcello Sanguineti Walter Senn Pierpaolo Sorrentino Igor V. Tetko Airenas Vaiciunas Alessandro E. P. Villa Paola Vitale Florentin Wörgötter