21 citations · 37 across the 4 of their papers we have counts for
4 papers
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart +7
This study proposes voltage-dependent-synaptic plasticity (VDSP), a novel brain-inspired unsupervised local learning rule for the online implementation of Hebb's plasticity mechani…
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT
Akshay Valsaraj, Ithihas Madala, Nikhil Garg +1
Alzheimers disease is a fatal progressive brain disorder that worsens with time. It is high time we have inexpensive and quick clinical diagnostic techniques for early detection an…
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition
Nikhil Garg, Ismael Balafrej, Yann Beilliard +3
Surface electromyogram (sEMG) signals result from muscle movement and hence they are an ideal candidate for benchmarking event-driven sensing and computing. We propose a simple yet…
Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks
Lizy Kanungo, Nikhil Garg, Anish Bhobe +2
This work proposes a hybrid Brain Computer Interface system for the automation of a wheelchair for the disabled. Herein a working prototype of a BCI-based wheelchair is detailed th…