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Nikhil Garg
Tytuł
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Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential
N Garg, I Balafrej, TC Stewart, JM Portal, M Bocquet, D Querlioz, D Drouin, ...
Frontiers in Neuroscience 16, 983950, 2022
192022
Motor Imagery Based Multimodal Biometric User Authentication System Using EEG
A Valsaraj, I Madala, N Garg, M Patil, V Baths
2020 International Conference on Cyberworlds (CW), 272-279, 2020
192020
Signals to spikes for neuromorphic regulated reservoir computing and EMG hand gesture recognition
N Garg, I Balafrej, Y Beilliard, D Drouin, F Alibart, J Rouat
International conference on neuromorphic systems 2021, 1-8, 2021
142021
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity
G Goupy, A Juneau-Fecteau, N Garg, I Balafrej, F Alibart, L Frechette, ...
Neuromorphic Computing and Engineering 3 (1), 014001, 2023
122023
Alzheimer’s dementia detection using acoustic & linguistic features and pre-trained BERT
A Valsaraj, I Madala, N Garg, V Baths
2021 8th International Conference on Soft Computing & Machine Intelligence …, 2021
122021
Structural plasticity for neuromorphic networks with electropolymerized dendritic PEDOT connections
K Janzakova, I Balafrej, A Kumar, N Garg, C Scholaert, J Rouat, D Drouin, ...
Nature Communications 14 (1), 8143, 2023
102023
Decoding the neural signatures of valence and arousal from portable EEG headset
N Garg, R Garg, A Anand, V Baths
Frontiers in Human Neuroscience 16, 1051463, 2022
102022
Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks
L Kanungo, N Garg, A Bhobe, S Rajguru, V Baths
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
72021
Neuromorphic Signal Classification using Organic Electrochemical Transistor Array and Spiking Neural Simulations
M Ghazal, A Kumar, N Garg, S Pecqueur, F Alibart
IEEE Sensors Journal, 2024
32024
28 nm FDSOI embedded PCM exhibiting near zero drift at 12 K for cryogenic SNNs
JH Quintino Palhares, N Garg, PA Mouny, Y Beilliard, J Sandrini, ...
npj Unconventional Computing 1 (1), 8, 2024
2*2024
Versatile cmos analog lif neuron for memristor-integrated neuromorphic circuits
N Garg, D Florini, P Dufour, E Muhr, MC Faye, M Bocquet, D Querlioz, ...
2024 International Conference on Neuromorphic Systems (ICONS), 185-192, 2024
22024
Study of motor imagery for multiclass brain system interface with a special focus in the same limb movement
M Patil, N Garg, L Kanungo, V Baths
2019 IEEE 18th International Conference on Cognitive Informatics & Cognitive …, 2019
22019
Neuromorphic in-memory learning with analog integrated circuits and nanoscale memristive devices
N Garg
Universite de Lille; Universite de Sherbrooke, Quebec, Canada, 2024
2024
Analog Conductive-Metal-Oxide/HfOx</sub ReRAM Devices-BEOL Integration, Characterization and Modelling
DF Falcone, V Bragaglia, W Choi, T Stecconi, S Menzel, LB Lours, F Horst, ...
Materials Research Society (MRS) Fall Meeting, 2024
2024
Unsupervised local learning based on voltage-dependent synaptic plasticity for resistive and ferroelectric synapses
N Garg, I Balafrej, J Palhares, L Begon-Lours, D Florini, D Falcone, ...
2024
Phase Change Memory Drift Compensation in Spiking Neural Networks Using a Non-Linear Current Scaling Strategy
JHQ Palhares, N Garg, Y Beilliard, L Anghel, F Alibart, D Drouin, P Galy
Journal of Low Power Electronics and Applications 14 (4), 50, 2024
2024
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