Ismael Balafrej

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Reservoir Computing

Gesture Recognition

Synaptic Plasticity

Biologically Inspired

Top Venues

Neuromorph. Comput. Eng.

Publications

Ismael Balafrej, Fabien Alibart, Jean Rouat
Expanding memory in recurrent spiking networks. CoRR (2023)
Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. Neuromorph. Comput. Eng. 3 (1) (2023)
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR (2022)
Ismael Balafrej, Fabien Alibart, Jean Rouat
P-CRITICAL: a reservoir autoregulation plasticity rule for neuromorphic hardware. Neuromorph. Comput. Eng. 2 (2) (2022)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS (2021)
Ismael Balafrej, Jean Rouat
P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware. CoRR (2020)