Brain-inspired replay for continual learning with artificial neural networks
van de Ven, Gido M., Siegelmann, Hava T., Tolias, Andreas S.
Published in Nature communications (13.08.2020)
Published in Nature communications (13.08.2020)
Get full text
Journal Article
Parsing Hippocampal Theta Oscillations by Nested Spectral Components during Spatial Exploration and Memory-Guided Behavior
Lopes-dos-Santos, Vítor, van de Ven, Gido M., Morley, Alexander, Trouche, Stéphanie, Campo-Urriza, Natalia, Dupret, David
Published in Neuron (Cambridge, Mass.) (21.11.2018)
Published in Neuron (Cambridge, Mass.) (21.11.2018)
Get full text
Journal Article
Recoding a cocaine-place memory engram to a neutral engram in the hippocampus
Trouche, Stéphanie, Perestenko, Pavel V, van de Ven, Gido M, Bratley, Claire T, McNamara, Colin G, Campo-Urriza, Natalia, Black, S Lucas, Reijmers, Leon G, Dupret, David
Published in Nature neuroscience (01.04.2016)
Published in Nature neuroscience (01.04.2016)
Get full text
Journal Article
Three types of incremental learning
van de Ven, Gido M., Tuytelaars, Tinne, Tolias, Andreas S.
Published in Nature machine intelligence (2022)
Published in Nature machine intelligence (2022)
Get full text
Journal Article
Avalanche: an End-to-End Library for Continual Learning
Lomonaco, Vincenzo, Pellegrini, Lorenzo, Cossu, Andrea, Carta, Antonio, Graffieti, Gabriele, Hayes, Tyler L., De Lange, Matthias, Masana, Marc, Pomponi, Jary, van de Ven, Gido M., Mundt, Martin, She, Qi, Cooper, Keiland, Forest, Jeremy, Belouadah, Eden, Calderara, Simone, Parisi, German I., Cuzzolin, Fabio, Tolias, Andreas S., Scardapane, Simone, Antiga, Luca, Ahmad, Subutai, Popescu, Adrian, Kanan, Christopher, van de Weijer, Joost, Tuytelaars, Tinne, Bacciu, Davide, Maltoni, Davide
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Get full text
Conference Proceeding
Biological underpinnings for lifelong learning machines
Kudithipudi, Dhireesha, Aguilar-Simon, Mario, Babb, Jonathan, Bazhenov, Maxim, Blackiston, Douglas, Bongard, Josh, Brna, Andrew P., Chakravarthi Raja, Suraj, Cheney, Nick, Clune, Jeff, Daram, Anurag, Fusi, Stefano, Helfer, Peter, Kay, Leslie, Ketz, Nicholas, Kira, Zsolt, Kolouri, Soheil, Krichmar, Jeffrey L., Kriegman, Sam, Levin, Michael, Madireddy, Sandeep, Manicka, Santosh, Marjaninejad, Ali, McNaughton, Bruce, Miikkulainen, Risto, Navratilova, Zaneta, Pandit, Tej, Parker, Alice, Pilly, Praveen K., Risi, Sebastian, Sejnowski, Terrence J., Soltoggio, Andrea, Soures, Nicholas, Tolias, Andreas S., Urbina-Meléndez, Darío, Valero-Cuevas, Francisco J., van de Ven, Gido M., Vogelstein, Joshua T., Wang, Felix, Weiss, Ron, Yanguas-Gil, Angel, Zou, Xinyun, Siegelmann, Hava
Published in Nature machine intelligence (01.03.2022)
Published in Nature machine intelligence (01.03.2022)
Get full text
Journal Article
Attention fine-tunes auditory-motor processing of speech sounds
Möttönen, Riikka, van de Ven, Gido M, Watkins, Kate E
Published in The Journal of neuroscience (12.03.2014)
Published in The Journal of neuroscience (12.03.2014)
Get full text
Journal Article
Class-Incremental Learning with Generative Classifiers
van de Ven, Gido M., Li, Zhe, Tolias, Andreas S.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2021)
Get full text
Conference Proceeding
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from Generalization
Dziadzio, Sebastian, Yıldız, Çağatay, van de Ven, Gido M, Trzciński, Tomasz, Tuytelaars, Tinne, Bethge, Matthias
Year of Publication 27.12.2023
Year of Publication 27.12.2023
Get full text
Journal Article
Continual Learning in the Presence of Repetition
Hemati, Hamed, Pellegrini, Lorenzo, Duan, Xiaotian, Zhao, Zixuan, Xia, Fangfang, Masana, Marc, Tscheschner, Benedikt, Veas, Eduardo, Zheng, Yuxiang, Zhao, Shiji, Li, Shao-Yuan, Huang, Sheng-Jun, Lomonaco, Vincenzo, van de Ven, Gido M
Year of Publication 07.05.2024
Year of Publication 07.05.2024
Get full text
Journal Article
Natural continual learning: success is a journey, not (just) a destination
Kao, Ta-Chu, Jensen, Kristopher T, van de Ven, Gido M, Bernacchia, Alberto, Hennequin, Guillaume
Year of Publication 15.06.2021
Year of Publication 15.06.2021
Get full text
Journal Article