Nikhil Garg

19 papers B 1C 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Analog Weight Update Rule in Ferroelectric Hafnia, using pico-Joule Programming Pulses.
CoRR
Alexandre Baigol, Nikhil Garg, Matteo Mazza, Yanming Zhang, Elisa Zaccaria, Wooseok Choi, Bert Jan Offrein, Laura Bégon-Lours
2026 J jnl
Personalized Spiking Neural Networks with Ferroelectric Synapses for EEG Signal Processing.
CoRR
Nikhil Garg, Anxiong Song, Niklas Plessnig, Nathan Savoia, Laura Bégon-Lours
2025 J jnl
All-in-One Analog AI Accelerator: On-Chip Training and Inference with Conductive-Metal-Oxide/HfOx ReRAM Devices.
CoRR
Donato Francesco Falcone, Victoria Clerico, Wooseok Choi, Tommaso Stecconi, Folkert Horst, Laura Bégon-Lours, Matteo Galetta, Antonio La Porta, Nikhil Garg, Fabien Alibart, Bert Jan Offrein, Valeria Bragaglia
2025 — conf
Energy-convergence trade off for the training of neural networks on bio-inspired hardware.
CCMCC
Nikhil Garg, Paul Uriarte Vicandi, Yanming Zhang, Alexandre Baigol, Donato Francesco Falcone, Mamidala Saketh Ram, Bert Jan Offrein, Laura Bégon-Lours
2025 J jnl
Energy-convergence trade off for the training of neural networks on bio-inspired hardware.
CoRR
Nikhil Garg, Paul Uriarte Vicandi, Yanming Zhang, Alexandre Baigol, Donato Francesco Falcone, Mamidala Saketh Ram, Bert Jan Offrein, Laura Bégon-Lours
2025 J jnl
Unsupervised local learning based on voltage-dependent synaptic plasticity for resistive and ferroelectric synapses.
CoRR
Nikhil Garg, Ismael Balafrej, Joao Henrique Quintino Palhares, Laura Bégon-Lours, Davide Florini, Donato Francesco Falcone, Tommaso Stecconi, Valeria Bragaglia, Bert Jan Offrein, Jean-Michel Portal, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart
2024 — —
Neuromorphic in-memory learning with analog integrated circuits and nanoscale memristive devices. (Apprentissage neuromorphique en mémoire avec des circuits intégrés analogiques et des dispositifs mémoristifs à l'échelle nanométrique).
Nikhil Garg
2024 — conf
Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits.
ICONS
Nikhil Garg, Davide Florini, Patrick Dufour, Eloir Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
2024 J jnl
Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits.
CoRR
Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
2023 J jnl
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity.
Neuromorph. Comput. Eng.
Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
2022 J jnl
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.
CoRR
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
2021 — conf
Alzheimer's Dementia Detection Using Acoustic & Linguistic Features and Pre-trained BERT.
ISCMI
Akshay Valsaraj, Ithihas Madala, Nikhil Garg, Veeky Baths
2021 J jnl
Alzheimers Dementia Detection using Acoustic & Linguistic features and Pre-Trained BERT.
CoRR
Akshay Valsaraj, Ithihas Madala, Nikhil Garg, Veeky Baths
2021 — conf
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition.
ICONS
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
2021 J jnl
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition.
CoRR
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
2021 B conf
Wheelchair Automation by a Hybrid BCI System Using SSVEP and Eye Blinks.
SMC
Lizy Kanungo, Nikhil Garg, Anish Bhobe, Smit Rajguru, Veeky Baths
2021 J jnl
Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks.
CoRR
Lizy Kanungo, Nikhil Garg, Anish Bhobe, Smit Rajguru, Veeky Baths
2020 C conf
Motor Imagery Based Multimodal Biometric User Authentication System Using EEG.
CW
Akshay Valsaraj, Ithihas Madala, Nikhil Garg, Mohit Patil, Veeky Baths
2019 — conf
Study of motor imagery for multiclass brain system interface with a special focus in the same limb movement.
ICCI*CC
Mohit Patil, Nikhil Garg, Lizy Kanungo, Veeky Baths