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02/25/2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs
Reconstructing perceived natural images from fMRI signals is one of the ...
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12/11/2021
Multimodal neural networks better explain multivoxel patterns in the hippocampus
The human hippocampus possesses "concept cells", neurons that fire when ...
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06/08/2021
On the role of feedback in visual processing: a predictive coding perspective
Brain-inspired machine learning is gaining increasing consideration, par...
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06/04/2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
Deep neural networks excel at image classification, but their performanc...
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01/31/2020
Reconstructing Natural Scenes from fMRI Patterns using BigBiGAN
Decoding and reconstructing images from brain imaging data is a research...
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03/06/2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron
Application of deep convolutional spiking neural networks (SNNs) to arti...
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03/31/2018
Combining STDP and Reward-Modulated STDP in Deep Convolutional Spiking Neural Networks for Digit Recognition
The primate visual system has inspired the development of deep artificia...
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05/25/2017