@inproceedings{ReyhanianFayyazWiskott2024,
	author		=	{Reyhanian, Shirin and Fayyaz, Zahra and Wiskott, Laurenz},
	title		=	{Analysis of a Generative Model of Episodic Memory Based on Hierarchical VQ-VAE and Transformer},
	booktitle	=	{Proceedings of the 33rd International Conference on Artificial Neural Networks (ICANN 2024), Lugano, Switzerland},
	publisher	=	{Springer Nature Switzerland},
	month		=	{September},
	year		=	{2024},
	doi		=	{10.1007/978-3-031-72341-4_6},
}

@article{MelchiorSchiewerWiskott2024,
	author		=	{Melchior, Jan and Schiewer, Robin and Wiskott, Laurenz},
	title		=	{Hebbian Descent: A Unified View on Log-Likelihood Learning},
	journal		=	{Neural Computation},
	volume		=	{36},
	number		=	{9},
	pages		=	{1669–1712},
	month		=	{August},
	year		=	{2024},
	doi		=	{10.1162/neco_a_01684},
}

@article{MelchiorAltamimiBayatiEtAl2024,
	author		=	{Melchior, Jan and Altamimi, Aya and Bayati, Mehdi and Cheng, Sen and Wiskott, Laurenz},
	title		=	{A neural network model for online one-shot storage of pattern sequences},
	journal		=	{PLOS ONE},
	volume		=	{19},
	number		=	{6},
	pages		=	{1–28},
	month		=	{June},
	year		=	{2024},
	doi		=	{10.1371/journal.pone.0304076},
}

@inproceedings{LangeEngelhardtKonenEtAl2024,
	author		=	{Lange, Moritz and Engelhardt, Raphael C. and Konen, Wolfgang and Wiskott, Laurenz},
	title		=	{Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks},
	booktitle	=	{eXplainable AI approaches for Deep Reinforcement Learning},
	year		=	{2024},
}

@article{SchillingHammerOhlEtAl2024,
	author		=	{Schilling, Malte and Hammer, Barbara and Ohl, Frank W. and Ritter, Helge J. and Wiskott, Laurenz},
	title		=	{Modularity in Nervous Systems - a Key to Efficient Adaptivity for Deep Reinforcement Learning},
	journal		=	{Cogn. Comput.},
	volume		=	{16},
	number		=	{5},
	pages		=	{2358–2373},
	year		=	{2024},
	doi		=	{10.1007/S12559-022-10080-W},
}

@article{SeabrookWiskott2023,
	author		=	{Seabrook, Eddie and Wiskott, Laurenz},
	title		=	{A Tutorial on the Spectral Theory of Markov Chains},
	journal		=	{Neural Computation},
	volume		=	{35},
	number		=	{11},
	pages		=	{1713–1796},
	month		=	{October},
	year		=	{2023},
	doi		=	{10.1162/neco_a_01611},
}

@inproceedings{LangeKrystiniakEngelhardtEtAl2023,
	author		=	{Lange, Moritz and Krystiniak, Noah and Engelhardt, Raphael C. and Konen, Wolfgang and Wiskott, Laurenz},
	title		=	{Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison},
	booktitle	=	{Proc. 9th International Conference on Machine Learning, Optimization and Data science (LOD)},
	year		=	{2023},
}

@article{Parra-BarreroVijayabaskaranSeabrookEtAl2023,
	author		=	{Parra-Barrero, Eloy and Vijayabaskaran, Sandhiya and Seabrook, Eddie and Wiskott, Laurenz and Cheng, Sen},
	title		=	{A map of spatial navigation for neuroscience},
	journal		=	{Neuroscience & Biobehavioral Reviews},
	volume		=	{152},
	pages		=	{105200},
	year		=	{2023},
	doi		=	{10.1016/j.neubiorev.2023.105200},
}

@article{ZengDiekmannWiskottEtAl2023,
	author		=	{Zeng, Xiangshuai and Diekmann, Nicolas and Wiskott, Laurenz and Cheng, Sen},
	title		=	{Modeling the function of episodic memory in spatial learning},
	journal		=	{Frontiers in Psychology},
	volume		=	{14},
	year		=	{2023},
	doi		=	{10.3389/fpsyg.2023.1160648},
}

@article{FayyazAltamimiZoellnerEtAl2022,
	author		=	{Fayyaz, Zahra and Altamimi, Aya and Zoellner, Carina and Klein, Nicole and Wolf, Oliver T. and Cheng, Sen and Wiskott, Laurenz},
	title		=	{A Model of Semantic Completion in Generative Episodic Memory},
	journal		=	{Neural Computation},
	volume		=	{34},
	number		=	{9},
	pages		=	{1841–1870},
	month		=	{August},
	year		=	{2022},
	doi		=	{10.1162/neco_a_01520},
}

@article{GörlerWiskottCheng2019,
	author		=	{Görler, Richard and Wiskott, Laurenz and Cheng, Sen},
	title		=	{Improving sensory representations using episodic memory},
	journal		=	{Hippocampus},
	month		=	{December},
	year		=	{2019},
	doi		=	{10.1002/hipo.23186},
}