Ismael Balafrej

Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential

Nikhil Garg, Ismael Balafrej, Terrence C. Stewart et al. · Frontiers in Neuroscience · 2022 · 20 citations · Full text

Engineering, Neural Networks (Machine Learning), Circuit Neuroscience +29

Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections

Kamila Janzakova, Ismael Balafrej, Ankush Kumar et al. · Nature Communications · 2023 · 19 citations · Full text

Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition

Nikhil Garg, Ismael Balafrej, Yann Beilliard et al. · 2021 · 14 citations · Full text

P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware

Ismael Balafrej, Fabien Alibart, Jean Rouat · Neuromorphic Computing and Engineering · 2022 · 10 citations · Full text

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity

Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg et al. · Neuromorphic Computing and Engineering · 2022 · 10 citations · Full text