johnrexmohan Goto Github PK

datasets_for_classification_sho

Datasets and codes for the manuscript Classification tasks using input driven nonlinear magnetization dynamics in spin Hall oscillator

dl-nc

spiking-neural-networks

dynamic-spin-hall-magnetoresistance

Code developed to model dynamic spin-Hall magnetoresistance in ferromagnetic/paramagnetic bilayer systems.

ferromagnetic_dynamics

Jupyter Notebooks for Solving LLGS Equations for FM Dynamics

fmr-signal-tools

A Python library for Ferromagnetic Resonance (FMR) signal processing

growth-transform-nn

Toolbox for simulating growth transform neurons in MATLAB with an intuitive GUI.

handcalcs

Python library for converting Python calculations into rendered latex.

hands-on-deep-learning-algorithms-with-python

Hands-On Deep Learning Algorithms with Python, By Packt

holoviews

With Holoviews, your data visualizes itself.

lsnn-official

Long short-term memory Spiking Neural Networks

machinelearning6.867

My own notes, implementations, and musings for MIT's graduate course in machine learning, 6.867

magnetization_dynamics_macrospin_model

This file includes a plug and play macrospin model which can be used in any verilog ams simulator (Ex. Cadence Virtuoso) . The model includes magnetization dynamics of a ferromagnet under the effect of an effective field , spin transfer torque and spin orbit torque . The model also includes the field like torque and damping like torque components of each spin torque.

ml-road

Machine Learning Resources, Practice and Research

numpy-tutorials

NumPy tutorials & educational content in notebook format

pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

rc-matlab

reservoir-persistent-memory

Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"

snnformnist

A Spiking Neural Network Architecture for MNIST Digit Recognition

solidril

Jupyter notebooks for Solid State Physics courses at EPFL

spiking-cnn

Spiking Convolutional Neural Networks

spiking-neural-network

Basic SNN propogating spikes between LIF neurons

spin-pumping

In-plane angular dependence analysis of a spin pumping signal

spintronics-1

Physical simulation of a Magnetic Tunneling Junction under presence of an external magnetic field, spin transfer and field transfer torques.

vgsot_python_model

Python version for compact model of VGSOT MTJ (Voltage Controlled Spin Orbit Torque Magnetic Tunnel Junction)

virtual-lockin-prototype

A prototype of a lock-in amplifier