GitHub

README.md

OCEAN is a very powerful tool which can do everything you do using the GUI of virtuoso. It can create, simulate and process the netlist in a batch mode which can highly accelerate the simulation, ...
IEEE

Invited Tutorial: Analog Matrix Computing With Crosspoint Resistive Memory Arrays

Abstract: Matrix computation is ubiquitous in modern scientific and engineering fields. Due to the high computational complexity in conventional digital computers, matrix computation represents a ...
IEEE

In-Memory Associative Processors: Tutorial, Potential, and Challenges

Abstract: In-memory computing is an emerging computing paradigm that overcomes the limitations of exiting Von-Neumann computing architectures such as the memory-wall bottleneck. In such paradigm, the ...
Frontiers

Deep-Learning-Based Multivariate Pattern Analysis (dMVPA): A Tutorial and a Toolbox

In recent years, multivariate pattern analysis (MVPA) has been hugely beneficial for cognitive neuroscience by making new experiment designs possible and by increasing the inferential power of ...
GitHub

Writing R and Python Packages with Multithreaded C++ Code using BLAS, AVX2/AVX512, OpenMP, C++11 Threads and Cuda GPU acceleration

This tutorial shows step-by-step how to create an R and Python package which performs a naive matrix multiplication which uses just three for-loops. However, at each step more and more efficient low ...
Frontiers

DynaSim: A MATLAB Toolbox for Neural Modeling and Simulation

DynaSim is an open-source MATLAB/GNU Octave toolbox for rapid prototyping of neural models and batch simulation management. It is designed to speed up and simplify the process of generating, sharing, ...