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03/11/2023
Probing neural representations of scene perception in a hippocampally dependent task using artificial neural networks
Deep artificial neural networks (DNNs) trained through backpropagation p...
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11/23/2022
Functional Connectome: Approximating Brain Networks with Artificial Neural Networks
We aimed to explore the capability of deep learning to approximate the f...
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09/25/2022
Temporally Extended Successor Representations
We present a temporally extended variation of the successor representati...
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09/14/2022
A Simple Approach for State-Action Abstraction using a Learned MDP Homomorphism
Animals are able to rapidly infer from limited experience when sets of s...
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02/08/2021
Escaping Stochastic Traps with Aleatoric Mapping Agents
Exploration in environments with sparse rewards is difficult for artific...
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01/29/2020
MEMO: A Deep Network for Flexible Combination of Episodic Memories
Recent research developing neural network architectures with external me...
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05/23/2018