nikhil-garg
Doctoral student at CNRS . Seeking to pursue synergistic research in neuromorphic engineering, device modelling, VLSI architecture, machine learning
3IT, UdeSCanada
Pinned Repositories
l2race
Learning to race challenge for 2020 workshop
BCI_Codes_MI
Decoding_EEG
Deep-Learning-for-BCI
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
dnw
Discovering Neural Wirings (https://arxiv.org/abs/1906.00586)
EMG_exp
This is the code for the paper Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition
OLED_driver_artix7
OLED driver for artix 7(Nexys 4) FPGA board.
Psychiatric-Disorders-With-Speech
In this project, we wish to identify psychiatric disorders through patient's speech
VDSP_Nengo
Implementation of VDSP in Nengo SNN simulator. Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. Front. Neurosci. 16:983950. doi: 10.3389/fnins.2022.983950
CartPoleSimulation
This repository contains CartPole simulator with its GUI, implemented controller (LQR) and generator of random desired position trace. It also contains files to train and test RNN predicting future states of a CartPole.
nikhil-garg's Repositories
nikhil-garg/Brian2STDPMNIST
Brian 2 version of Paper "Unsupervised Learning of digit recognition using STDP"
nikhil-garg/CartPoleSimulation
This repository contains CartPole simulator with its GUI, implemented controller (LQR) and generator of random desired position trace. It also contains files to train and test RNN predicting future states of a CartPole.
nikhil-garg/EEG-Datasets
A list of all public EEG-datasets
nikhil-garg/espnet
End-to-End Speech Processing Toolkit
nikhil-garg/esrnn_torch
nikhil-garg/fpga-tool-perf
FPGA tool performance profiling
nikhil-garg/google-research
Google Research
nikhil-garg/grill-spice
Exploring capabilities of SPICE-level neuron simulations in networks
nikhil-garg/hybrid-snn-conversion
Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation
nikhil-garg/interpretableNLP
A list of publications on NLP interpretability (Welcome PR)
nikhil-garg/L2L
Learning to Learn: Gradient-free Optimization framework
nikhil-garg/lucid
A collection of infrastructure and tools for research in neural network interpretability.
nikhil-garg/meggie
User-friendly MNE-python based graphical user interface to do M/EEG analysis with multiple subjects
nikhil-garg/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
nikhil-garg/neural_sp
End-to-end ASR/LM implementation with PyTorch
nikhil-garg/OpenSeq2Seq
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
nikhil-garg/pywt
PyWavelets - Wavelet Transforms in Python
nikhil-garg/Reservoir-computing
nikhil-garg/sensor-fusion-demo
This repository contains several different sensor-fusion implementation that can be compared with each other.
nikhil-garg/silent_speech
Code for the paper "Digital Voicing of Silent Speech" at EMNLP 2020
nikhil-garg/sktime
A unified toolbox for machine learning with time series
nikhil-garg/skywater-openfpga
FPGA tape-outs using the open-source Skywater 130nm PDK and OpenFPGA
nikhil-garg/skywater-pdk
Open source process design kit for usage with SkyWater Technology Foundry's 130nm node.
nikhil-garg/snn-iir
This repo contains the implementation of paper Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network. It trains spiking neural network to learn spatial temporal patterns.
nikhil-garg/SNN_benchmark
nikhil-garg/SNN_HFO_ECoG
A Spiking Neural Network for finding HFOs in prerecorded ECoG
nikhil-garg/spytorch-1
Tutorial for surrogate gradient learning in spiking neural networks
nikhil-garg/symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
nikhil-garg/wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
nikhil-garg/wonambi
Package to analyze EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.