efficient coding

Learning hetero-synaptic delays of Spiking Neurons for motion detection
The response of a biological neuron depends on the precise timing of afferent spikes. This temporal aspect of the neuronal code is …
Last updated on May 20, 2022
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Ultra-rapid visual search in natural images using active deep learning
Visual search, that is, the simultaneous localization and detection of a visual target of interest, is a vital task. Applied to the …
Last updated on May 20, 2022
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Learning hetero-synaptic delays of Spiking Neurons for motion detection
Last updated on May 20, 2022
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Retinotopic mapping improves the reliability of image classification
Follows a previous work Emmanuel Daucé, Pierre Albigès, Laurent U Perrinet (2020). A dual foveal-peripheral visual processing model implements efficient saccade selection. Journal of Vision. Preprint PDF Cite Code DOI
Last updated on May 20, 2022
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A Robust Event-Driven Approach to Always-on Object Recognition
We propose a neuromimetic architecture able to perform always-on pattern recognition. To achieve this, we extended an existing …
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From event-based computations to a bio-plausible Spiking Neural Network
We propose a neuromimetic online classifier for always-on digit recognition. To achieve this, we extend an existing event-based …
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A homeostatic gain control mechanism to improve event-driven object recognition
We propose a neuromimetic architecture able to perform pattern recognition. To achieve this, we extended the existing event-based …
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A robust bio-inspired approach to event-driven object recognition
We propose a neuromimetic architecture able to perform online pattern recognition. To achieve this, we extended the existing …
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