Tag Archives: Fourth Industrial Revolution

Brain-inspired electronics with organic memristors for wearable computing

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I went down a rabbit hole while trying to figure out the difference between ‘organic’ memristors and standard memristors. I have put the results of my investigation at the end of this post. First, there’s the news.

An April 21, 2020 news item on ScienceDaily explains why researchers are so focused on memristors and brainlike computing,

The advent of artificial intelligence, machine learning and the internet of things is expected to change modern electronics and bring forth the fourth Industrial Revolution. The pressing question for many researchers is how to handle this technological revolution.

“It is important for us to understand that the computing platforms of today will not be able to sustain at-scale implementations of AI algorithms on massive datasets,” said Thirumalai Venkatesan, one of the authors of a paper published in Applied Physics Reviews, from AIP Publishing.

“Today’s computing is way too energy-intensive to handle big data. We need to rethink our approaches to computation on all levels: materials, devices and architecture that can enable ultralow energy computing.”

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An April 21, 2020 American Institute of Physics (AIP) news release (also on EurekAlert), which originated the news item, describes the authors’ approach to the problems with organic memristors,

Brain-inspired electronics with organic memristors could offer a functionally promising and cost- effective platform, according to Venkatesan. Memristive devices are electronic devices with an inherent memory that are capable of both storing data and performing computation. Since memristors are functionally analogous to the operation of neurons, the computing units in the brain, they are optimal candidates for brain-inspired computing platforms.

Until now, oxides have been the leading candidate as the optimum material for memristors. Different material systems have been proposed but none have been successful so far.

“Over the last 20 years, there have been several attempts to come up with organic memristors, but none of those have shown any promise,” said Sreetosh Goswami, lead author on the paper. “The primary reason behind this failure is their lack of stability, reproducibility and ambiguity in mechanistic understanding. At a device level, we are now able to solve most of these problems,”

This new generation of organic memristors is developed based on metal azo complex devices, which are the brainchild of Sreebata Goswami, a professor at the Indian Association for the Cultivation of Science in Kolkata and another author on the paper.

“In thin films, the molecules are so robust and stable that these devices can eventually be the right choice for many wearable and implantable technologies or a body net, because these could be bendable and stretchable,” said Sreebata Goswami. A body net is a series of wireless sensors that stick to the skin and track health.

The next challenge will be to produce these organic memristors at scale, said Venkatesan.

“Now we are making individual devices in the laboratory. We need to make circuits for large-scale functional implementation of these devices.”

Caption: The device structure at a molecular level. The gold nanoparticles on the bottom electrode enhance the field enabling an ultra-low energy operation of the molecular device. Credit Sreetosh Goswami, Sreebrata Goswami and Thirumalai Venky Venkatesan

Here’s a link to and a citation for the paper,

An organic approach to low energy memory and brain inspired electronics by Sreetosh Goswami, Sreebrata Goswami, and T. Venkatesan. Applied Physics Reviews 7, 021303 (2020) DOI: https://doi.org/10.1063/1.5124155

This paper is open access.

Basics about memristors and organic memristors

This undated article on Nanowerk provides a relatively complete and technical description of memristors in general (Note: A link has been removed),

A memristor (named as a portmanteau of memory and resistor) is a non-volatile electronic memory device that was first theorized by Leon Ong Chua in 1971 as the fourth fundamental two-terminal circuit element following the resistor, the capacitor, and the inductor (IEEE Transactions on Circuit Theory, “Memristor-The missing circuit element”).

Its special property is that its resistance can be programmed (resistor function) and subsequently remains stored (memory function). Unlike other memories that exist today in modern electronics, memristors are stable and remember their state even if the device loses power.

However, it was only almost 40 years later that the first practical device was fabricated. This was in 2008, when a group led by Stanley Williams at HP Research Labs realized that switching of the resistance between a conducting and less conducting state in metal-oxide thin-film devices was showing Leon Chua’s memristor behavior. …

The article on Nanowerk includes an embedded video presentation on memristors given by Stanley Williams (also known as R. Stanley Williams).

Mention of an ‘organic’memristor can be found in an October 31, 2017 article by Ryan Whitwam,

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The memristor is composed of the transition metal ruthenium complexed with “azo-aromatic ligands.” [emphasis mine] The theoretical work enabling this material was performed at Yale, and the organic molecules were synthesized at the Indian Association for the Cultivation of Sciences. …

I highlighted ‘ligands’ because that appears to be the difference. However, there is more than one type of ligand on Wikipedia.

First, there’s the Ligand (biochemistry) entry (Note: Links have been removed),

In biochemistry and pharmacology, a ligand is a substance that forms a complex with a biomolecule to serve a biological purpose. …

Then, there’s the Ligand entry,

In coordination chemistry, a ligand[help 1] is an ion or molecule (functional group) that binds to a central metal atom to form a coordination complex …

Finally, there’s the Ligand (disambiguation) entry (Note: Links have been removed),

  • Ligand, an atom, ion, or functional group that donates one or more of its electrons through a coordinate covalent bond to one or more central atoms or ions
  • Ligand (biochemistry), a substance that binds to a protein
  • a ‘guest’ in host–guest chemistry

I did take a look at the paper and did not see any references to proteins or other biomolecules that I could recognize as such. I’m not sure why the researchers are describing their device as an ‘organic’ memristor but this may reflect a shortcoming in the definitions I have found or shortcomings in my reading of the paper rather than an error on their parts.

Hopefully, more research will be forthcoming and it will be possible to better understand the terminology.

Fourth Industrial Revolution and its impact on charity organizations

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Andy Levy-Ajzenkopf’s February 21, 2020 article (Technology and innovation: How the Fourth Industrial Revolution is impacting the charitable sector) for Charity Village has an ebullient approach to adoption of new and emerging technologies in the charitable sector (Note: A link has been removed),

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Almost daily, new technologies are being developed to help innovate the way people give or the way organizations offer opportunities to advance their causes. There is no going back.

The charitable sector – along with society at large – is now fully in the midst of what is being called the Fourth Industrial Revolution, a term first brought to prominence among CEOs, thought leaders and policy makers at the 2016 World Economic Forum. And if you haven’t heard the phrase yet, get ready to hear it tons more as economies around the world embrace it.

To be clear, the Fourth Industrial Revolution is the newest disruption in the way our world works. When you hear someone talk about it, what they’re describing is the massive technological shift in our business and personal ecosystems that now rely heavily on things like artificial intelligence, quantum computing, 3D printing and the general “Internet of things.”

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Still, now more than ever, charitable business is getting done and being advanced by sector pioneers who aren’t afraid to make use of new technologies on offer to help civil society.

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It seems like everywhere one turns, the topic of artificial intelligence (A.I.) is increasingly becoming subject of choice.

This is no different in the charitable sector, and particularly so for a new company called Fundraise Wisely (aka Wisely). Its co-founder and CEO, Artiom Komarov, explains a bit about what exactly his tech is doing for the sector.

“We help accelerate fundraising, with A.I. At a product level, we connect to your CRM (content relationship management system) and predict the next gift and next gift date for every donor. We then use that information to help you populate and prioritize donor portfolios,” Komarov states.

He notes that his company is seeing increased demand for innovative technologies from charities over the last while.

“What we’re hearing is that… A.I. tech is compelling because at the end of the day it’s meant to move the bottom line, helping nonprofits grow their revenue. We’ve also found that internally [at a charitable organization] there’s always a champion that sees the potential impact of technology; and that’s a great place to start with change,” Komarov says. “If it’s done right, tech can be an enabler of better work for organizations. From both research and experience, we know that tech adoption usually fails because of culture rather than the underlying technology. We’re here to work with the client closely to help that transition.”

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I would like to have seen some numbers. For example, Komarov says that AI is having a positive impact on a charity’s bottom line. So, how much money did one of these charities raise? Was it more money than they would have made without AI? Assuming they did manage to raise greater funds, could another technology been more cost effective?

For another perspective (equally positive) on technology and charity, there’s a November 29, 2012 posting (Why technology and innovation are key to increasing charity donations) on the Guardian blogs by Henna Butt and Renita Shah (Note: Links have been removed),

At the beginning of this year the [UK] Cabinet Office and Nesta [formerly National Endowment for Science, Technology and the Arts {NESTA}] announced a £10m fund to invest in innovation in giving. The first tranche of this money has already been invested in promising initiatives such as Timto which allows you to create a gift list that includes a charity donation and Pennies, whose electronic money box allows customers to donate when paying for something in a shop using a credit card. Small and sizeable organisations alike are now using web and mobile technologies to make giving more convenient, more social and more compelling.

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Butt’s and Shah’s focus was on mobile technologies and social networks. Like Levy-Ajzenkopf’s article, there’s no discussion of any possible downside to these technologies, e.g., privacy issues. As well, the inevitability of this move toward more technology for charity is explicitly stated by Levy-Ajzenkopf “There is no going back” and noted less starkly by Butt and Shah “… innovation is becoming increasingly important for the success of charities.” To rephrase my concern, are we utilizing technology in our work or are we serving the needs of our technology?

Finally, for anyone who’s curious about the Fourth Industrial Revolution, I have a December 3, 2015 posting about it.

Socially responsible AI—it’s time says University of Manchester (UK) researchers

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A May 10, 2018 news item on ScienceDaily describes a report on the ‘fourth industrial revolution’ being released by the University of Manchester,

The development of new Artificial Intelligence (AI) technology is often subject to bias, and the resulting systems can be discriminatory, meaning more should be done by policymakers to ensure its development is democratic and socially responsible.

This is according to Dr Barbara Ribeiro of Manchester Institute of Innovation Research at The University of Manchester, in On AI and Robotics: Developing policy for the Fourth Industrial Revolution, a new policy report on the role of AI and Robotics in society, being published today [May 10, 2018].

Interestingly, the US White House is hosting a summit on AI today, May 10, 2018, according to a May 8, 2018 article by Danny Crichton for TechCrunch (Note: Links have been removed),

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Now, it appears the White House itself is getting involved in bringing together key American stakeholders to discuss AI and those opportunities and challenges. …

Among the confirmed guests are Facebook’s Jerome Pesenti, Amazon’s Rohit Prasad, and Intel’s CEO Brian Krzanich. While the event has many tech companies present, a total of 38 companies are expected to be in attendance including United Airlines and Ford.

AI policy has been top-of-mind for many policymakers around the world. French President Emmanuel Macron has announced a comprehensive national AI strategy, as has Canada, which has put together a research fund and a set of programs to attempt to build on the success of notable local AI researchers such as University of Toronto professor George Hinton, who is a major figure in deep learning.

But it is China that has increasingly drawn the attention and concern of U.S. policymakers. The country and its venture capitalists are outlaying billions of dollars to invest in the AI industry, and it has made leading in artificial intelligence one of the nation’s top priorities through its Made in China 2025 program and other reports. …

In comparison, the United States has been remarkably uncoordinated when it comes to AI. …

That lack of engagement from policymakers has been fine — after all, the United States is the world leader in AI research. But with other nations pouring resources and talent into the space, DC policymakers are worried that the U.S. could suddenly find itself behind the frontier of research in the space, with particular repercussions for the defense industry.

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Interesting contrast: do we take time to consider the implications or do we engage in a race?

While it’s becoming fashionable to dismiss dichotomous questions of this nature, the two approaches (competition and reflection) are not that compatible and it does seem to be an either/or proposition.

A May 10, 2018 University of Manchester press release (also on EurekAlert), which originated the news item, expands on the theme of responsibility and AI,

Dr Ribeiro adds because investment into AI will essentially be paid for by tax-payers in the long-term, policymakers need to make sure that the benefits of such technologies are fairly distributed throughout society.

She says: “Ensuring social justice in AI development is essential. AI technologies rely on big data and the use of algorithms, which influence decision-making in public life and on matters such as social welfare, public safety and urban planning.”

“In these ‘data-driven’ decision-making processes some social groups may be excluded, either because they lack access to devices necessary to participate or because the selected datasets do not consider the needs, preferences and interests of marginalised and disadvantaged people.”

On AI and Robotics: Developing policy for the Fourth Industrial Revolution is a comprehensive report written, developed and published by Policy@Manchester with leading experts and academics from across the University.

The publication is designed to help employers, regulators and policymakers understand the potential effects of AI in areas such as industry, healthcare, research and international policy.

However, the report doesn’t just focus on AI. It also looks at robotics, explaining the differences and similarities between the two separate areas of research and development (R&D) and the challenges policymakers face with each.

Professor Anna Scaife, Co-Director of the University’s Policy@Manchester team, explains: “Although the challenges that companies and policymakers are facing with respect to AI and robotic systems are similar in many ways, these are two entirely separate technologies – something which is often misunderstood, not just by the general public, but policymakers and employers too. This is something that has to be addressed.”

One particular area the report highlights where robotics can have a positive impact is in the world of hazardous working environments, such a nuclear decommissioning and clean-up.

Professor Barry Lennox, Professor of Applied Control and Head of the UOM Robotics Group, adds: “The transfer of robotics technology into industry, and in particular the nuclear industry, requires cultural and societal changes as well as technological advances.

“It is really important that regulators are aware of what robotic technology is and is not capable of doing today, as well as understanding what the technology might be capable of doing over the next -5 years.”

The report also highlights the importance of big data and AI in healthcare, for example in the fight against antimicrobial resistance (AMR).

Lord Jim O’Neill, Honorary Professor of Economics at The University of Manchester and Chair of the Review on Antimicrobial Resistance explains: “An important example of this is the international effort to limit the spread of antimicrobial resistance (AMR). The AMR Review gave 27 specific recommendations covering 10 broad areas, which became known as the ‘10 Commandments’.

“All 10 are necessary, and none are sufficient on their own, but if there is one that I find myself increasingly believing is a permanent game-changer, it is state of the art diagnostics. We need a ‘Google for doctors’ to reduce the rate of over prescription.”

The versatile nature of AI and robotics is leading many experts to predict that the technologies will have a significant impact on a wide variety of fields in the coming years. Policy@Manchester hopes that the On AI and Robotics report will contribute to helping policymakers, industry stakeholders and regulators better understand the range of issues they will face as the technologies play ever greater roles in our everyday lives.

As far as I can tell, the report has been designed for online viewing only. There are none of the markers (imprint date, publisher, etc.) that I expect to see on a print document. There is no bibliography or list of references but there are links to outside sources throughout the document.

It’s an interesting approach to publishing a report that calls for social justice, especially since the issue of ‘trust’ is increasingly being emphasized where all AI is concerned. With regard to this report, I’m not sure I can trust it. With a print document or a PDF I have markers. I can examine the index, the bibliography, etc. and determine if this material has covered the subject area with reference to well known authorities. It’s much harder to do that with this report. As well, this ‘souped up’ document also looks like it might be easy to change something without my knowledge. With a print or PDF version, I can compare the documents but not with this one.

The security of the Internet of Nano-Things with NanoMalaysia’s CEO Dr Rezal Khairi Ahmad

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I’ve not come across the Internet of Nano-Things before and I’m always glad to be introduced to something new. In this case, I’m doubly happy as I get to catch up (a little) with the Malaysian nano scene. From an April 19, 2017 article by Avanti Kumar for mis.asia.com (Note: Links have been removed),

After being certified in 2011 as a nanocentre, national applied research agency MIMOS continued to make regular moves to boost Malaysia’s nanotechnology ambitions. This included helping to develop the national graphene action plan (NGAP 2020).

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Much of the task of driving and commercialising the NGAP ecosystem is in the hands of NanoMalaysia, which was incorporated in 2011 as a company limited by guarantee (CLG) under Malaysia’s Ministry of Science, Technology and Innovation (MOSTI) to act as a business entity.

During another event in March 2016 where I saw that 360 new products were to be commercialised under NGAP, NanoMalaysia’s chief executive officer Dr. Rezal Khairi Ahmad said that benefits would include a US$5 billion impact on GNI (gross net income) and 9,000 related new jobs by the year 2020.

In his capacity as a keynote speaker at this year’s Computerworld Security Summit in Kuala Lumpur (20 April 2017), Dr Rezal agreed to a security-themed interview on this relatively new industry sector.  This is also part of a series of special security features.

To start, I asked Dr Rezal for a brief run-through of his role.

[RKA]  I’m the founding Chief Executive Officer and also Board Member of NanoMalaysia, Nano Commerce Sdn. Bhd, representing NanoMalaysia’s business interests, the Chairman of NanoVerify Sdn. Bhd, a nanotechnology certification entity and a Director of Nanovation Ventures Sdn. Bhd., an investment arm of NanoMalaysia.

Prior to this, I served as Acting Under-Secretary of National Nanotechnology Directorate, Ministry of Science, Technology and Innovation on the policy aspect of nanotechnology and vice president of [national investment body] Khazanah Nasional touching on human capital and investment research.

NanoMalaysia’s primary role in the development of Malaysia’s National Graphene Action Plan 2020 together with Agensi Inovasi Malaysia and PEMANDU [Performance Management & Delivery Unit attached to Prime Minister’s Office] is a major landmark in our journey to ensure Malaysia stays competitive in the global innovation landscape particularly in nanotechnology, which cuts across all industries including ICT [information and communications technologies].

Can you talk about graphene and its significance to local industry?

Graphene is touted as one of the game-changing advanced materials made of one atom-thick carbon and acknowledged by World Economic Forum [WEF] as no. 4 emerging technology in 2016.

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Beyond being a fancy nano material, graphene plays a central role in the development of endogenous hardware aspects of Malaysia’s Internet of Things aspirations or the now evolved Internet of Nano-Things (IoNT). Some of these are:
-·Super small, lightweight and hyper-sensitive low-cost Graphene-based sensors and Radio Frequency ID (RFID)
– Higher speed, Low loss and power consumption graphene based optical transmitter and receiver for 5G systems
– Making IoNT a low-cost and practical industrial and domestic solutions in Malaysia.

Let’s move to the security aspects of nanotechnology: what’s your take on IoNT?

In the context of IoNT, which WEF acknowledged to be the top emerging technology in 2016, the current work-in-progress,  ‘ubiquitous’ deployment of sensors in Malaysia and worldwide, I certainly see increasing data security risks at the sensor, transmission, collection, processing and even analytics levels.

The initial industry approaches to IoNT data security will probably be polarised between cascaded and centralised system approaches.

I think some hacking attacks will obviously focus on data theft. I therefore foresee a trend favouring cascaded security – with both hardware, software and more advanced data encryption technologies in place.

What security steps do you currently advise?

The priority is to tackle potential data theft at every stage of IoNT systems.  The best-available preventive measures should include some versions of cascaded and embedded security in the form of hardware tags and advanced encryption.

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To end, what’s your main message for business and IT leaders?

The digital era has removed the clear line that once separated State and Business as well as People. Everything and everyone is more interconnected. We are now an ecosystem both by chance and design. Cyber-attacks can be made to afflict either one and be used to hold any one at ransom thus creating a local or even global systemic chain reaction effect.

The connected world presents endless commercial, social and environmental development opportunities…and threats. The development and deployment of emerging cyber-related technologies, in particular IoNT – which promises a market size of US$9.69 billion by 2020 – should be done responsibly in the form of infused data security technologies to ensure prolific market acceptance and profitable returns.

For our part, NanoMalaysia is working with various parties locally and abroad push Malaysia’s strategic industry sectors to be relevant to the Fourth Industrial Revolution supported by cyber-physical systems manifesting into full automation, robots, artificial intelligence, de-centralised power generation, energy storage, water and food supplies, remote assets and logistics management and custom manufacturing requiring secured data sensing, traffic and analytics systems in place.

If you have the time, I advise reading the article in its entirety.

Korea Advanced Institute of Science and Technology (KAIST) at summer 2016 World Economic Forum in China

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From the Ideas Lab at the 2016 World Economic Forum at Davos to offering expertise at the 2016 World Economic Forum in Tanjin, China that is taking place from June 26 – 28, 2016.

Here’s more from a June 24, 2016 KAIST news release on EurekAlert,

Scientific and technological breakthroughs are more important than ever as a key agent to drive social, economic, and political changes and advancements in today’s world. The World Economic Forum (WEF), an international organization that provides one of the broadest engagement platforms to address issues of major concern to the global community, will discuss the effects of these breakthroughs at its 10th Annual Meeting of the New Champions, a.k.a., the Summer Davos Forum, in Tianjin, China, June 26-28, 2016.

Three professors from the Korea Advanced Institute of Science and Technology (KAIST) will join the Annual Meeting and offer their expertise in the fields of biotechnology, artificial intelligence, and robotics to explore the conference theme, “The Fourth Industrial Revolution and Its Transformational Impact.” The Fourth Industrial Revolution, a term coined by WEF founder, Klaus Schwab, is characterized by a range of new technologies that fuse the physical, digital, and biological worlds, such as the Internet of Things, cloud computing, and automation.

Distinguished Professor Sang Yup Lee of the Chemical and Biomolecular Engineering Department will speak at the Experts Reception to be held on June 25, 2016 on the topic of “The Summer Davos Forum and Science and Technology in Asia.” On June 27, 2016, he will participate in two separate discussion sessions.

In the first session entitled “What If Drugs Are Printed from the Internet?” Professor Lee will discuss the future of medicine being impacted by advancements in biotechnology and 3D printing technology with Nita A. Farahany, a Duke University professor, under the moderation of Clare Matterson, the Director of Strategy at Wellcome Trust in the United Kingdom. The discussants will note recent developments made in the way patients receive their medicine, for example, downloading drugs directly from the internet and the production of yeast strains to make opioids for pain treatment through systems metabolic engineering, and predicting how these emerging technologies will transform the landscape of the pharmaceutical industry in the years to come.

In the second session, “Lessons for Life,” Professor Lee will talk about how to nurture life-long learning and creativity to support personal and professional growth necessary in an era of the new industrial revolution.

During the Annual Meeting, Professors Jong-Hwan Kim of the Electrical Engineering School and David Hyunchul Shim of the Aerospace Department will host, together with researchers from Carnegie Mellon University and AnthroTronix, an engineering research and development company, a technological exhibition on robotics. Professor Kim, the founder of the internally renowned Robot World Cup, will showcase his humanoid micro-robots that play soccer, displaying their various cutting-edge technologies such as imaging processing, artificial intelligence, walking, and balancing. Professor Shim will present a human-like robotic piloting system, PIBOT, which autonomously operates a simulated flight program, grabbing control sticks and guiding an airplane from take offs to landings.

In addition, the two professors will join Professor Lee, who is also a moderator, to host a KAIST-led session on June 26, 2016, entitled “Science in Depth: From Deep Learning to Autonomous Machines.” Professors Kim and Shim will explore new opportunities and challenges in their fields from machine learning to autonomous robotics including unmanned vehicles and drones.

Since 2011, KAIST has been participating in the World Economic Forum’s two flagship conferences, the January and June Davos Forums, to introduce outstanding talents, share their latest research achievements, and interact with global leaders.

KAIST President Steve Kang said, “It is important for KAIST to be involved in global talks that identify issues critical to humanity and seek answers to solve them, where our skills and knowledge in science and technology could play a meaningful role. The Annual Meeting in China will become another venue to accomplish this.”

I mentioned KAIST and the Ideas Lab at the 2016 Davos meeting in this Nov. 20, 2015 posting and was able to clear up my (and possible other people’s) confusion as to what the Fourth Industrial revolution might be in my Dec. 3, 2015 posting.