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A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement

Contribution to the ICANN 2018 conference.

[Re] Connectivity reflects coding a model of voltage-based STDP with homeostats

ReScience about an implementation of the Clopath et al. (2010) voltage-based triplet STDP rule in ANNarchy

Sensory coding and contrast invariance emerge from the control of plastic inhibition over emergent selectivity

Paper about the influence of inhibitory plasticity on the development of a V1 L4 SNN.

Performance of biologically grounded models of the early visual system on standard object recognition tasks

Performances of two biologically grounded neural networks on common object recognition tasks.

Exploring the Role of Feedback Inhibition for the Robustness Against Corruptions on Event-Based Data

Contribution to the ICANN 2023 conference.

Detecting Anomalies in System Logs With a Compact Convolutional Transformer

Paper about the detection of anomalies in Log-Data

Robustness of Biologically Grounded Neural Networks Against Image Perturbations

Contribution to the ICANN 2024 conference.

A systematic analysis of the joint effects of ganglion cells, lagged LGN cells, and intercortical inhibition on spatiotemporal processing and direction selectivity

Study about the emergence of spatiotemporal receptive fields and direction selectivity of V1 simple cells in a SNN.

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