Tutorials

Seminar Part 1- Clip 5

Offered: 
2021

This clip briefly presents the memristor categories as an introduction to NeurOxide project .

Seminar Part 1- Clip 4

Offered: 
2021

The memristor history, device operation and principles and existing products is presented in this clip.

Seminar Part 1- Clip 3

Offered: 
2021

How a memristor should perform for different computing paradigms (DNN, SNN)?

This question will be answered in this clip.

Seminar part 1-Clip 2

Offered: 
2021

This clip shows the potential application of memristor device concept for next generation AI.

Seminar Part 1-Clip 1

Offered: 
2021

Webinar with 66 audiences including Micro and nanotechnology students given by Dr. Asal Kiazadeh on the day May 21, 2021 (Friday), at 1:30 pm, via Zoom.

"A gentle introduction to next generation Neuromorpgic computing" - Section 1

In this clip the power consumption and outsize impact of AI systems is presented.

10 things you didn't know about memristor

Offered: 
2021

Here is a very interesting lecture from Leon Chua:

https://www.youtube.com/watch?v=ieMdXnjQTXc&t=13s

Electronic is fun (3)

Offered: 
2021

This source from a conference is available to learn more about memristive memory processing unit:

https://www.youtube.com/watch?v=OB7a22b2Q-A

Electronic is fun (2)

Offered: 
2021

This presentation shows how you can build a memristor-based logic circuit:

https://www.youtube.com/watch?v=jTX3EHHFM5s

Electronic is fun (1)

Offered: 
2021

In the section of "Electronic is fun" I will share existing tutorial and videos from other research groups and universities.

Sometimes, we think in order to build a novel circuit with new device concept such as "memristor" we need to reach to a complex level of knowledge.

Watch this video and enjoy how easy you can build interesting DEMO with your device:

https://www.youtube.com/watch?v=3jNxwkUE02Y

Introduction to ANN

Offered: 
2021

Enjoy watching these two videos which give some basic concepts of artificial neural networks and machine learning.

Neuromorphic group meeting

Offered: 
2020

Neuromorphic group meeting:

Every Friday at 02:00 PM Lisbon time

https://videoconf-colibri.zoom.us/j/89806705801?pwd=NTFCdU9nZW1oV0l3RkdEK0hRRGROUT09

Only with permission you can participate.

Processing steps- CEMOP Cleanroom

Offered: 
2020

This two videos briefly show the processing steps of fabrication of IGZO-based memristor devices. The electrode contacts are Mo.

To know more about the device characteristics, you may read the article entitled: "Noble-Metal-Free Memristive Devices Based on IGZO for Neuromorphic Applications"

Here is the link to the article:
https://onlinelibrary.wiley.com/doi/abs/10.1002/aelm.202000242

Tutorial 6- mimiking biological leaarning

Offered: 
2019

Tutorial: Concepts for closely mimicking biological learning with memristive devices:Principles to emulate cellular forms of learning:

https://aip.scitation.org/doi/pdf/10.1063/1.5042040?class=pdf

https://www.nature.com/articles/s41598-018-27033-9.pdf

(5) Practical guide-memristor

Brain inspired experiments-Short term memory transition to long term memory

(3) Practical guide-memristor

Multi-level cell (MLC) approach of RRAM devices

Defenitions:

Single-level cell (SLC) means that the device can only store one-bit per cell, and MLC memories can store multiple bits in a single cell. As an example: 4 bit/cell is corresponding to 16 resistance levels.