Ismael Balafrej

According to our database, Ismael Balafrej authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard

Neuromorph. Comput. Eng., March, 2023

Expanding memory in recurrent spiking networks.

Ismael Balafrej, Fabien Alibart, Jean Rouat

CoRR, 2023

2022

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

Ismael Balafrej, Fabien Alibart, Jean Rouat

Neuromorph. Comput. Eng., 2022

Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.

Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart

CoRR, 2022

2021

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

Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020

P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware.

Ismael Balafrej, Jean Rouat

CoRR, 2020