Tag: Engineering

Saving Lives with Artificial Intelligence

Written by AUFTAU on 9 December 2021. Posted in Newsroom.

Blood infections are one of the leading causes of morbidity and mortality in the world. The body’s immunological response to the infection can cause sepsis or shock, dangerous conditions that have high mortality rates. Thus, it is very important to identify the risk factors for developing serious illness at the early stage of infection. A new technology developed at Tel Aviv University will make it possible, using artificial intelligence (AI), to identify patients who are at risk of serious illness as a result of blood infections.

The researchers trained the AI program to study the medical records of about 8,000 patients at Tel Aviv’s Ichilov Hospital who were found to be positive for blood infections. These records included demographic data, blood test results, medical history and diagnosis. After studying each patient’s data and medical history, the program was able to automatically identify patients at risk of serious illness with an accuracy of 82%, even when ignoring obvious factors such as the age of the patients and the number of hospitalizations they had endured. According to the researchers, in the future this model could even serve as an early warning system for doctors.

Potential to Save Many Lives

Behind this groundbreaking research, with the potential to save many lives, are students Yazeed Zoabi and Dan Lahav from the laboratory of Prof. Noam Shomron of Tel Aviv University’s Sackler Faculty of Medicine, in collaboration with Dr. Ahuva Weiss Meilik, head of the I-Medata AI Center at Ichilov Hospital, Prof. Amos Adler, and Dr. Orli Kehat. The results of the study were published in the journal Scientific Reports.

“We worked with the medical files of about 8,000 Ichilov Hospital patients who were found to be positive for blood infections between the years 2014 and 2020, during their hospitalization and up to 30 days after, whether the patient died or not,” explains Prof. Noam Shomron. “We entered the medical files into software based on artificial intelligence; we wanted to see if the AI would identify patterns of information in the files that would allow us to automatically predict which patients would develop serious illness, or even death, as a result of the infection.”

Cooperation between Researchers and Hospitals

“Using artificial intelligence, the algorithm was able to find patterns that surprised us, parameters in the blood that we hadn’t even thought about taking into account,” says Prof. Shomron. “We are now working with medical staff to understand how this information can be used to rank patients in terms of the severity of the infection. We can use the software to help doctors detect the patients who are at maximum risk.”

Since the study’s success, Ramot – Tel Aviv University Tech Transfer Company, is working to register a global patent for the groundbreaking technology. Keren Primor Cohen, CEO of Ramot, says, “Ramot believes in this innovative technology’s ability to bring about a significant change in the early identification of patients at risk and help hospitals reduce costs. This is an example of effective cooperation between the university’s researchers and hospitals, which improves the quality of medical care in Israel and around the world.”

Featured image: Prof. Noam Shomron (Photo: Corinna Kern)

Fighting Pollution With Seaweed

Written by AUFTAU on 13 September 2021. Posted in Newsroom.

Nitrogen is a common fertilizer for agriculture, but it comes with an environmental and financial price tag. Once nitrogen reaches the ocean, it disperses randomly, damaging various ecosystems. As a result, the state local authorities spend a great deal of money on reducing nitrogen concentrations in water, including in the Mediterranean Sea.

A new study by Tel Aviv University and University of California, Berkeley suggests that establishing seaweed farms in areas where freshwater rivers or streams meet the oceans, or so-called “river estuaries”, significantly reduces nitrogen concentrations and prevents pollution in marine environments.

As part of the study, the researchers built a large seaweed farm model for growing the ulva sp. green macroalgae in the Alexander River estuary, hundreds of meters from the open sea. The Alexander River was chosen because the river discharges polluting nitrogen from nearby upstream fields and towns into the Mediterranean Sea. Data for the model were collected over two years from controlled cultivation studies.

The study was headed by doctoral student Meiron Zollmann, under the joint supervision of Prof. Alexander Golberg of the Porter School of Environmental and Earth Sciences and Prof. Alexander Liberzon of the School of Mechanical Engineering at The Iby and Aladar Fleischman Faculty of Engineering, Tel Aviv University, and was conducted in collaboration with Prof. Boris Rubinsky of the Faculty of Mechanical Engineering at UC Berkeley. It was published in the prestigious journal Communications Biology.

“My laboratory researches basic processes and develops technologies for aquaculture,” explains Prof. Golberg. “We are developing technologies for growing seaweed in the ocean in order to offset carbon and extract various substances, such as proteins and starches, to offer a marine alternative to terrestrial agricultural production. In this study, we showed that if seaweed is grown according to the model we developed, in rivers’ estuaries, they can absorb the nitrogen to conform to environmental standards and prevent its dispersal in water and thus neutralize environmental pollution. This way, we actually produce a kind of ‘natural decontamination facility’ with significant ecological and economic value, as seaweed can be sold as biomass for human use.”

Profitable and Environmentally Friendly

“Our model allows marine farmers, as well as government and environmental bodies, to know in advance what the impact will be and what the products of a large seaweed farm will be – before setting up the actual farm,” adds Meiron Zollmann. “Thanks to mathematics, we know how to make the adjustments also concerning large agricultural farms and maximize environmental benefits, including producing the agriculturally desired protein quantities.”

“The whole world is moving towards green energy, and seaweed can be a significant source,” adds Prof. Liberzon, “and yet today, there is no single farm with the proven technological and scientific capability. The barriers are also scientific: We do not really know what the impact of a huge farm will be on the marine environment. It is like transitioning from a vegetable garden outside the house to endless fields of industrial farming. Our model provides some of the answers, hoping to convince decision-makers that such farms will be profitable and environmentally friendly. Furthermore, one can imagine even more far-reaching scenarios. For example, green energy: If we knew how to utilize the growth rates for energy in better percentages, it would be possible to embark on a one-year cruise with a kilogram of seaweed, with no additional fuel beyond the production of biomass in a marine environment.”

“The interesting connection we offer here is growing seaweed at the expense of nitrogen treatment,” concludes Prof. Golberg. “In fact, we have developed a planning tool for setting up seaweed farms in estuaries to address the environmental issue while producing economic benefit. We offer the design of seaweed farms in river estuaries containing large quantities of agriculturally related nitrogen residues to rehabilitate the estuary and prevent nitrogen from reaching the ocean while growing the seaweed itself for food. In this way, aquaculture complements terrestrial agriculture.”

Featured image: The cultivation reactor that was used as the base of the model

What to Do When Everything is Vulnerable and Under Attack

Written by AUFTAU on 25 July 2021. Posted in Newsroom.

Israel’s 11^th Annual Cyber Week Conference, this year hosted in a hybrid in-person and online format, was attended last week by 2,500 in-person and 3,700 online, among them top Israeli politicians, global cyber policymakers and executives from multinational companies and cutting-edge startups from more than 80 countries.

TAU Professor behind Israel’s ‘Magic Circle’ and Cyber Week

Prof. Isaac Ben-Israel, Conference Chairman of Cyber Week, submitted a plan to the government in 2011 after his appointment by the Prime Minister to head a multidisciplinary task force in order to prepare Israel for future cyber threats. The plan outlined a solution whereby an entire ecosystem, or ‘magic circle’ was built (combining the forces of defense and government, industry and academia) to handle new and unpredicted cyber threats on a continuous basis. Ever since, the annual Cyber Week Conference at Tel Aviv University has been an important meeting point for experts from industry, government and academia across the globe.

Participants at Cyber Week 2021

Will The Iron Dome be Joined by A “Cyber Dome”?

In his speech at this year’s event, Israel’s Prime Minister Naftali Bennett stressed the need for further cooperation and invited other nations to join a global “Cybernet Shield” initiative to jointly coordinate the fight against cyber threats globally, stressing that “(…) if you fight alone you will lose, but if we fight together we will win.”

2020 was a rough year, with more than 300M ransomware attacks worldwide. Cyber warfare continues its rapidly growing military importance and global cyber security investment is skyrocketing, 80% of which went to US and Israeli companies. “Everything is vulnerable and everything is under attack” Bennett warned.

Israel’s Defense Minister, Benny Gantz, expressed similar sentiments and called for a cyber-version of Israel’s famous anti-missile defense system, the Iron Dome, “Cyber is now a vulnerable space that must be protected like the sea, space, air, and ground”. He called for a no-tolerance policy by the Israeli government when it comes to cyberattacks, “Our message is very clear – be it a rocket, or a keyboard, we will not tolerate anyone to threaten our people.”

And the Winner of This Year’s Cyber Shield Award…

True to tradition, also this year the Cyber Week Committee nominated a winner of the Cyber Shield Award, based on contributions to Israel’s cyber ecosystem. This year’s prize was awarded the Israeli Defense Forces (IDF) for their longstanding, inspiring and groundbreaking achievements in promoting the Israeli cyber scene and bringing Israel to the status of a global cyber power.

The IDF is awarded the Cyber Shield Award. From left to right: Major General Lior Carmeli, Major General Tamir Hayman, Gili Drob-Hiesten Managing Director ICRC, TAU President Prof. Ariel Porat and Prof. Isaac Ben Israel

The conference is a joint effort by Tel Aviv University’s Blavatnik Interdisciplinary Cyber Research Center (ICRC) and Yuval Ne’eman Workshop for Science, Technology and Security, and the Israeli National Cyber Directorate under the Prime Minister’s Office and the Ministry of Foreign Affairs.

The Faculty of Engineering Predicts: A Greener and Safer Future

Written by AUFTAU on 2 July 2021. Posted in Magazine, Newsroom.

Graduates of TAU’s School of Mechanical Engineering present innovative projects.

Just like every year, graduates of the School of Mechanical Engineering of The Iby and Aladar Fleischman Faculty of Engineering recently presented the projects they have been working on throughout their final year of studying towards their degree. A lot of ground was covered, with one project promising those suffering from nightmares after trauma to sleep peacefully, another offering a robot capable of disinfecting aircrafts from viruses, and other teams have developed drones designed and developed to transport defibrillators and first aid kits through areas that are either difficult or downright impossible to access from the ground. Seeing these original ideas makes it clear how the faculty’s motto is befitting for those who enter (and perhaps even more so for those who exit) its gates: “Those who fall in love with a problem are the ones who will find a solution to it.”

Thinking Within the Box

We use them every day, usually multiple times a day, but how much thought do we dedicate to the garbage bins in our homes? And, while we’re on the subject, have you ever thought to calculate how many garbage bags you dispose of every year? As environmentally-conscious people, Tal Kelmachter and Nimrod Ben-Yehuda have given this more than a little thought, and got inspired to design their very own garbage can.

The exterior part of the bin does not distinguish itself much from your standard garbage bin. The secret is hidden within the box: the uniqueness of this product is that it does not require a plastic bag, which is an environmental hazard. Nimrod explains, “We designed it as a stand-alone solution which does not require any special infrastructure, like drainage, water supply and electricity. Once you have emptied the contents of the garbage bin, an integral rinsing mechanism cleanses it on the inside, easily and quickly. The water is contained in a clean water container, and a mechanical pump forces the water through a system of pipes with a no-return valve to a system of sprinklers that showers the sides of the tin from the inside. The dirty water then flows into a dedicated water drawer which is easy to empty. The result is a garbage bin that remains clean and free of bad odors and contaminants.”

Tal adds, “During the past few years there has been increased awareness which has led to a growing trend of reducing plastic use and recycling. And yet, there is currently no product on the market that completely prevents the use of garbage bags. Nimrod and I managed to find a solution to this problem.”

Tal Kelmachter and Nimrod Ben-Yehuda with their green garbage bin, ECOCAN

Enjoy the Ride

A few minutes into Aviv Halachmi’s motorcycle drive to his girlfriend in Beer Sheva, his headset ran out of battery. The annoying experience motivated Aviv to form the ChargElmet team together with fellow students Tal Belilty and Itay Shulman.

“Motorcyclists attach a variety of electronic components to their helmets, such as hands free and camera, in order to enhance their riding experience. These utilities have batteries that require charging. We designed and built a system which uses the wind and the sun to produce green energy to charge gadgets from motorcycle helmets while you travel”, says Aviv.

Did the project become a smoother ride than Aviv’s trip to his girlfriend? Not at all. The team ran into plenty of difficulties along the way: “The system we created is multidisciplinary and contains a lot of engineering elements from various fields, not all related to mechanical engineering, such as electrical diagrams, electrical design including the investigation and selection of the appropriate cards and components and much more. So, we were forced to learn a lot while on the job. That being said, solving issues that arose throughout the process and accomplishing the end product brought us tremendous satisfaction,” he shares.

Aviv concludes, “For now, our invention is geared towards motorcyclists and improving their lives. In the future, we plan to expand the project to address all two-wheelers (bicycles, scooters…). On a macro level, our vision is to improve public awareness of green energy and to take part in the global trend of promoting and transitioning to renewable energy.”

Itay Shulman, Tal Belilty and Aviv Halachmi found a way to improve other motorcyclists’ lives

Hover and Save

This year, the presence of the drone stood out in the Innovate project (a cooperation between TAU and Elbit Systems Ltd), which encompasses several complementary projects on the subject of detecting, rescuing and making life-saving first aid accessible to those trapped under earthquake ruins.

May Davidovich and Ariel Drizin tell us about their part in the project:” We presented a design and a preliminary prototype for a robotic first aid release arm system, installed on a drone and controlled by a dedicated control system, making it easier for the rescue forces to maneuver among the trapped and offer them first aid. In the future, the project can be advanced by allowing for larger systems capable of carrying heavier kits.”

“Our premise was that the system we were planning would be part of a swarm of drones, including one that would scan and photograph the area, a parent drone that would carry a large number of kits, and drones that would know how to receive kits from the parent glider, bring these to the person(s) trapped and then to release the kit. The system will be controlled by an operator from his control room, who will receive information about the trapped, put together a suitable kit, bring it to the disaster stricken area, and release it as close as possible to the trapped.”

May recounts sleepless nights: “The system worked fine up until a few days before the project was to be presented. As we were putting the parts together, we discovered that we had made some measurement errors prior to the printing of the parts, which meant the components didn’t work properly together.”

“We also had to make several design changes and print the model three times before we achieved the desired result. We learnt that when you print the prototype, you need to consider the system in its entirety, which is hard to do before all the components arrive. It is a time-consuming process which requires a lot of planning in advance.”

“We hope that our invention will help streamline the process of rescuing people who are trapped. For instance, by taking measures and signaling back to the control room the severity of the physical condition of victims, so the rescue can be prioritized accordingly. There are many more potential usages, not necessarily related to rescue, such as grocery delivery from the supermarket.”

Extending their robotic arm. Ariel Drizin and May Davidovich.

Saving the Black Box

Did you know that every plane crash is investigated in depth to determine the cause of the crash? Yaniv Alon, Dor Cohen and Ido Rosenzweig designed a system to be ejected from a plane in the event of a crash, and which transmits location details and additional data, significantly reducing the radius of the search for a plane when contact has been lost.

“The system includes a smart box with electronics and internal controllers. When it recognizes that the plane is about to crash, it is ejected from the plane at high speed with the help of mechanisms that we developed. It then falls to the ground with a parachute and can weather any condition, on land or sea.”, explains Yaniv. He clarifies that the system is not meant to replace the black box, but rather it is meant to offer a better alternative to the aircraft transmission systems that exist today, which tend not to be resilient or ejected, and usually vary according to the aircraft systems.

They started working on the project already last year. After a thorough examination of the system’s weaknesses and failures they undertook significant adjustments and enhancements before presenting the product this year. “We encountered quite a few complications along the way, when deciding how to operate the mechanism, examining various alternatives, finding suitable components, communication with suppliers, delivery delays and manufacturing glitches, requiring us to do ping-pong between the workshop and the production. However, thanks to our combined creativity, determination, efforts and our dedicated project manager Danny Barko, we were able to create a functioning product.”, he says.

When asked how they think their invention will contribute to change our lives, Yaniv replies, “The two main problems those who investigate plane crashes are faced with today, are that the black boxes are not ejected and that they are not resilient, which means that they mostly disappear along with the the aircraft. Unproductive field searches can reach sums of around $155 million. A system is required that will allow for swift and effective investigations and save us a lot of resources and money. Our solution meets these requirements and might even end up saving lives by helping locating crashed planes and their black boxes, advancing the investigation of the failures that led to the planes’ crash and preventing similar future cases.”

Will they help find the black box? Ido Rosenzweig, Dor Cohen and Yaniv Alon

Exploring New Frontiers in AI

Written by AUFTAU on 14 June 2021. Posted in Newsroom.

With the global artificial intelligence market skyrocketing, TAU’s new Center for AI and Data Science leads the way in Israel—and beyond.

The endless possibilities of artificial intelligence (AI) have ignited human imagination for decades. From Star Wars and Blade Runner to the recent Superintelligence, people have imagined a world powered by AI. And although those realities are still in the realm of the future, AI and machine learning are quickly becoming the next frontiers for academic institutions such as Tel Aviv University as well as businesses and governments. With the global AI market expected to grow to $800 billion annually in the coming years, former Israeli Prime Minister Benjamin Netanyahu tasked two Tel Aviv University professors with leading the National Initiative for Secured Intelligent Systems. They are Major Gen. (Ret.) Prof. Isaac Ben-Israel, Head of the Blavatnik Interdisciplinary Cyber Research Center (ICRC), and Prof. Eviatar Matania, Head of TAU’s Security Studies program. The pair’s resulting report recommends making AI a top national priority and is a blueprint for positioning Israel as a top five global AI superpower in the coming decade. TAU has already taken a leadership role in advancing AI in Israel with its annual AI Week Conference. At the February 2021 conference, which took place virtually, TAU’s Prof. Meir Feder announced the launch of a new interdisciplinary Center for Artificial Intelligence and Data Science, which he heads. “By deepening and disseminating AI expertise, the new Center will boost Israel’s flourishing high-tech and biotech industries and impact all aspects of life. It will create new opportunities in many fields including personalized medicine, drug design, social sciences, neuroscience, materials science and digital humanities,” says Feder. “In addition, the Center will enable all TAU students, no matter what they study, to gain a basic education in AI and Data Science. We will do this by building a curriculum that exposes them to AI concepts, to be implemented in the upcoming academic year.” AI, which revolves around the quest to build machines that can execute human-like tasks and behavior and beyond, has been a “holy grail” for scientists for many years, says Prof. Amir Globerson of the Blavatnik School of Computer Science and a member of the AI Center’s academic management team. “Almost every aspect of our daily lives can and will be changed by these emerging technologies” says Globerson. “These include the way we clean our homes, receive health care or drive a car to the way we predict natural disasters.” To use AI technologies in real-world solutions, AI research must be an interdisciplinary effort, he explains. This means combining core disciplines of engineering, statistics and computer science with complementary fields such as law, medicine, psychology, economics and humanities. “It is essential for us to build up the capabilities of the Center to help researchers fulfill the potential of AI in all of these fields,” he says.

Prof. Amir Globerson (Photo: Moshe Bedarshi)

TAU: Multidisciplinary AI Powerhouse

With its influential group of researchers in core AI, TAU is already considered a world leader in the field, with strong performances in terms of prestigious grants, publications in top journals and industry ties. Collaborative AI projects in the TAU pipeline include developing automated tools for analyzing crop growth to help farmers in Africa improve yield; processing vast amounts of data to understand genome patterns and sources of diseases; and studying communication between caregivers and infants to recognize patterns that can facilitate better language development. TAU also has a relationship with Russia’s largest technology company, Yandex, which founded the Yandex Initiative for Machine Learning to strengthen AI and machine learning among TAU students and faculty, Globerson notes. He adds that the University views educating the next generation of researchers and technologists in this field as a priority. Recently, the “AI for Social Good” initiative, funded by Google at TAU’s AI Center, announced grants for 10 new interdisciplinary projects. The winning projects include: an early warning system for invasive fish species from the Red Sea into the Mediterranean Sea; a technical solution for ensuring fair use of copyrights online; and an image recognition system to allow Dead Sea Scroll scholars to compare old photographic images with new high-resolution spectral images of ancient scroll fragments.

Dead Sea scrolls (Photo: Shai Halevi)

AI and the War against COVID-19

During the COVID-19 pandemic, Prof. Irad Ben-Gal, head of TAU’s AI, Machine Learning, and Business & Data Analytics lab, collaborated with Dr. Dan Yamin, both of The Iby and Aladar Fleischman Faculty of Engineering, to correlate human mobility with outbreak patterns. They used AI mapping technology to determine ideal implementation of movement restrictions. For example, they designed a system to optimize the lockdown structure in a smart city according to the movement of people, instead of shutting down an entire metropolis such as Tel Aviv. Moreover, by using data collected from groups of 50 people—either through car sensors or mobile-phone tracking—rather than individuals, they protected people’s privacy. Though the system was never fully implemented, both the Prime Minister’s Office and the Health Ministry used the data compiled by the TAU researchers to gauge reactions to those lockdowns, says Ben-Gal, who co-heads the Koret Program for Smart Cities and Digital Living in collaboration with Stanford University and serves as a Board Member of TAU’s Shmeltzer Institute of Smart Transportation. Modeling human mobility patterns can optimize a city’s allocation of smart utilities such as electricity, lighting systems and transportation routes, Ben-Gal explains. “In Israel, this modeling has been used for placement of mobile missile shelters, using data collected during missile attacks in the South to indicate where people were concentrated.”

A Game-Changer for Biomedicine

As head of the Functional Genomics Laboratory at TAU’s Sackler Faculty of Medicine, Prof. Noam Shomron also uses AI and machine learning to better lives. He does this by exploring new aspects of genomics through DNA and RNA research. In one study, his lab followed thousands of pregnant women from their 10-week blood tests through to the end of their pregnancy, when a small percentage of women suffer from the life-threatening condition of preeclampsia. Though physicians can sometimes predict the possibility of preeclampsia based on high blood pressure or stress, Shomron’s lab reduced 20 million possible RNA molecular markers for preeclampsia to only 25. He accomplished this by using AI and data methods to analyze RNA snippets in blood samples both of women who suffered from preeclampsia and those who didn’t. “Using this data, you can predict to a certain probability at the beginning of a pregnancy if a woman will suffer from preeclampsia later on. With this knowledge, you can prescribe early preventive treatment, which is a low dosage of aspirin—a simple remedy that can save lives,” says Shomron. Using the same blood samples, his lab computationally separated the embryonic DNA from the mother’s DNA. Applying AI-based algorithms, the team was then able to decipher the entire DNA of an embryo using just a blood sample from a woman at week 10 of her pregnancy. This testing method could be an effective alternative to amniocentesis, an invasive prenatal testing method which uses a needle to remove fluid from the uterus, and other similar tests. Cooperation with physicians from among TAU’s 17 affiliated hospitals has been vital to his team’s research, Shomron says. “We work closely with clinical teams who will eventually use the data and need to trust it,” he says. “Algorithms won’t replace clinical teams, but they will assist them in their decision-making.”

Advances for the Justice System

In addition to revolutionizing health care, education and transportation, AI technology is also transforming the legal world, says TAU’s Prof. Niva Elkin-Koren of The Buchmann Faculty of Law. For more than two decades, Elkin-Koren has been studying the implications of digital technology and AI on the legal sphere. Lawyers already use machine learning systems to predict damages and analyze what lower courts say about an issue, says Elkin-Koren, who is a member of the academic management team of the AI Center. Some judges in the US have begun to use AI risk-assessment systems to support their decision-making process when determining whether to release criminal offenders or impose criminal sanctions. “I am excited about these new opportunities, but also uneasy because in the absence of sufficient safeguards, they could lead to infringements on democracy and civil rights,” she says. “Lawyers are accustomed to thinking in terms of legal concepts, rules, rights and procedures. We have to start thinking of new procedures and legal protections that are more appropriate for this time and age.” For instance, she says, as police begin to depend more on predictive policing to justify a search —wherein they use computational algorithms based on compiled data to predict whether a person is about to commit a crime—tools must be developed to safeguard civil rights. This requires close collaboration among the lawyers, social scientists, and AI specialists developing these systems; together, they must ensure that the AI systems meet ethical standards and promote societal good, Elkin-Koren explains. A major challenge, she continues, is to assure AI systems are inclusive of minorities and marginalized populations. Learning models are typically based on historical data, which may lead to unintended biases. Her research involves redesigning systems in law and AI to include checks and balances starting from the creation stage, as a means of protecting citizens’ civil rights. Other issues the law must tackle with AI technology, according to Elkin-Koren, are ownership of AI output, regulation of copyrighted material, liability for harm caused by autonomous cars in accidents, and moderation of online speech. Finding the answers to these questions involves revising existing legal doctrines, but also responding to new theoretical challenges about legal agency and collective action.

Prof. Niva Elkin-Koren (Photo: Moshe Bedarshi) Shomron says the same is true in his field of medicine; as society evolves, he says, TAU researchers must continue to study and find ways to respond to emerging challenges. “Our world is changing all the time so we’re always looking at the next frontier,” he says. “That is what we do in academia: We try to invent the future.” By Judith Sudilovsky Featured image: Prof. Noam Shomron (right) discusses test results with MDPhD candidate Yazeed Zoabi (left) and doctoral candidate Meitar Grad in his medical genomics lab. (Photo: Yoram Reshef)

Fireflies’ Protective ‘Musical Armor’ Against Bats

Written by AUFTAU on 12 May 2021. Posted in Newsroom.

They sure know how to put on a show at nights – fireflies are striking with their glow-in-the-dark feature. But have you ever stopped and wondered how these glowing insects defend themselves against predators? A trailblazing TAU study reveals that fireflies produce strong ultrasonic sounds that may potentially work to deter bats, serving as a ‘musical armor’ against these predators. The discovery of such a ‘musical battle’ between fireflies and bats may pave the way for further research, and the discovery of a new defense mechanism developed by animals against their predators. According to the study, the fireflies produce strong ultrasonic sounds – soundwaves that the human ear, and more importantly the fireflies themselves, cannot detect. The researchers hypothesize that these sounds are, in fact, meant for the ears of the bats, keeping them away from the poisonous fireflies, and thereby serving as a kind of ‘musical armor’. The study was led by Prof. Yossi Yovel, Head of the Sagol School of Neuroscience, and a member of the School of Mechanical Engineering and the School of Zoology at the George S. Wise Faculty of Life Sciences. It was conducted in collaboration with the Vietnam Academy of Science and Technology (VAST) and has been published in iScience. Fireflies are known for their unique, all-year glow, which is effective as a mating signal. Their bodies contain poison, and so the light flashes probably also serve as an aposematic signal, a warning to potential predators. At the same time, this signal is also the firefly’s weakness, as it makes it an easy target for predators. Bats are among the fireflies’ most prevalent potential predators, and some bats have poor vision, rendering the flashing signal ineffective. This prompted the researchers to check whether fireflies were equipped with an additional layer of protection against bats.

Accidental Discovery of ‘Musical Battle’

The idea for this study came up accidentally, during a study that tracked bats’ echolocation. Ksenia Krivoruchku, the PhD student who led the study recalls, “We were wandering around a tropical forest with microphones capable of recording bats’ high frequencies, when suddenly, we detected unfamiliar sounds at similar frequencies, coming from fireflies. “In-depth research, using high-speed video, revealed that the fireflies produce the sound by moving their wings, and that the fireflies themselves are incapable of hearing this frequency. Consequently, we hypothesized that the sound is not intended for internal communication within the species.” Following this discovery, the team at Prof. Yovel’s laboratory examined three different species of fireflies that are common in Vietnam (Curtos, Luciola and Sclerotia), in addition to one Israeli species (Lampyroidea). It was found that they all produce these unique ultrasonic sounds, and that they are all unable hear them. Prof. Yovel says that it is premature to conclude that fireflies have developed a special defense mechanism specifically targeting bats, there are indications that this may be the case. The fact that the fireflies themselves are unable to hear the sound, while bats can both hear it and use it to detect the fireflies, makes it more likely that these ultrasonic sounds serve as a warning signal. The discovery of ultrasonic sounds in fireflies is in itself an important contribution to the study of predator-prey relations. The idea of warning signals that the sender itself cannot detect is known from the world of plants, but is quite rare among animals. Krivoruochku says “Our discovery of the ‘musical battle’ between fireflies and bats may pave the way for further research, and possibly the discovery of a new defense mechanism developed by animals against potential predators.”

Google and TAU to Harness the Power of AI for Social Good

Written by AUFTAU on 7 May 2021. Posted in Newsroom.

Google and Tel Aviv University recently launched a three-year program for promoting AI-related multidisciplinary research for the benefit of society. The program aims to support research and collaborations in Data Science and Artificial Intelligence, that can advance humanity by addressing focal social issues on the global agenda. It was launched within the framework of TAD, the TAU Center for Artificial Intelligence and Data Science, established in February and headed by Prof. Meir Feder of The Iby and Aladar Fleischman Faculty of Engineering. The program was launched at a recent ceremony at TAU, announcing 10 winners – out of 27 proposals submitted in response to TAU and Google’s joint call. Seven of the winning projects are supported by Google. The grant winners, whose projects address different aspects of AI for Social Good, include researchers from a wide range of disciplines: Zoology (Faculty of Life Sciences), Electrical Engineering, Economics, Statistics, Communication Disorders, Biblical Studies, Earth Sciences and Computer Science, Sociology and Anthropology and more.

Bridging Disciplines to Make Good Things Happen

TAU President Prof. Ariel Porat, who aims to establish ‘bridges’ between the different disciplines studied at TAU, said at the ceremony: “I share a common vision with Prof. Yossi Matias. We believe that AI researchers can benefit significantly from collaborations with researchers in the social sciences and humanities, just as the latter benefit from new developments in AI. I am very happy about our partnership with Google. I look forward to seeing its fruits and hope to expand it further in the future.” Prof. Yossi Matias, VP at Google and Managing Director of Google Center in Israel, spoke of AI technologies and how they are already improving our lives dramatically: “AI already has great impact in various areas. We are delighted for this opportunity to harness the power of AI for social good and for science. Google is especially happy about its work on beneficial and even lifesaving products, such as the worldwide project for accurate flood forecasting, a technology enabling the hearing-impaired to conduct phone conversations, and studies on the use of AI to enhance disease diagnosis.” Prof. Matias thanked Prof. Porat, Prof. Meir Feder, Head of the TAD Center, and all other partners in the initiative. He spoke of the special opportunity to generate collaborations between researchers, and noted that he is a great believer in connections between different disciplines. “There are some deep and fascinating research questions associated with AI in many different disciplines, creating substantial opportunities for collaboration. Good things happen when different ideas and different approaches come together.”

Left to right: Prof. Yossi Matias, Prof. Ariel Porat, Prof. Meir Feder & Prof. Tova Milo The joint venture will include a joint seminar on Machine Learning (ML), led by TAD Director Dr. Shimon (Moni) Shahar and Dr. Deborah Cohen, a scientist at the new Google Center in Israel. Prof. Meir Feder emphasized that “the AI revolution is expected to impact every aspect of our lives, from drug development and data-based personalized medicine, to defense systems, financial systems, scientific discoveries, robotics, autonomous systems and social issues. In addition, it is very important to train human capital in this area, and therefore the Center will provide every student at TAU with a basic AI education. TAU is special in having researchers who specialize in basic science and AI, as well as researchers who apply AI in the humanities and social sciences. We are happy that Google has decided to join forces with TAU in this important matter. The collaboration with Google will enable utilization of the power of AI and Data Science, channeling it toward the benefit of society.”

Robot “Hears” through the Ear of a Locust

Written by AUFTAU on 5 March 2021. Posted in Newsroom.

Tel Aviv University researchers have opened the door to sensory integrations between robots and insects: for the first time, the ear of a dead locust was connected to a robot that receives the ear’s electrical signals and responds accordingly. The result is extraordinary: When the researchers clap once, the locust’s ear hears the sound and the robot moves forward; when the researchers clap twice, the robot moves backwards.

In general, biological systems have a huge advantage over technological systems – both in terms of sensitivity and in terms of energy consumption. This initiative of Tel Aviv University researchers may in the future make much more cumbersome and expensive developments in the field of robotics redundant.

An Interdisciplinary Effort

The interdisciplinary study was led by Idan Fishel, a joint master student under the joint supervision of Dr. Ben M. Maoz of The Iby and Aladar Fleischman Faculty of Engineering and the Sagol School of Neuroscience, Prof. Yossi Yovel and Prof. Amir Ayali, experts from the School of Zoology and the Sagol School of Neuroscience together with Dr. Anton Sheinin, Yoni Amit, and Neta Shavil. The results of the study were published in the prestigious journal Sensors.

The researchers explain that at the beginning of the study, they sought to examine how the advantages of biological systems could be integrated into technological systems, and how the sensory organs of a dead locust could be used as sensors for a robot. “We chose the sense of hearing, because it can be easily compared to existing technologies, in contrast to the sense of smell, for example, where the challenge is much greater,” says Dr. Maoz. “Our task was to replace the robot’s electronic microphone with a dead insect’s ear, use the ear’s ability to detect the electrical signals from the environment, in this case vibrations in the air, and, using a special chip, convert the insect input to that of the robot.”

To carry out this unique and unconventional task, the interdisciplinary team (Maoz, Yovel and Ayali) first built a robot capable of responding to signals it receives from the environment. Subsequently, the researchers were able to isolate and characterize the dead locust ear and keep it functional long enough to successfully connect it to the robot. In the final stage, the team succeeded in finding a way to pick up the signals received by the locust’s ear in a way that could be received and responded to by the robot.

“Prof. Ayali’s laboratory has extensive experience working with locusts, and they have developed the skills to isolate and characterize the ear,” explains Dr. Maoz. “Prof. Yovel’s laboratory built the robot and developed code that enables the robot to respond to electrical auditory signals. And my laboratory has developed a special device – Ear-on-a-Chip – that allows the ear to be kept alive throughout the experiment by supplying oxygen and food to the organ, while allowing the electrical signals to be taken out of the locust’s ear and amplified and transmitted to the robot.

Biological systems expend negligible energy compared to electronic systems. They are miniature, and therefore also extremely economical and efficient. For the sake of comparison, a laptop consumes about 100 watts per hour, while the human brain consumes about 20 watts a day.

In addition, “Nature is much more advanced than we are, so we should use it,” urges Dr. Maoz. “The principle we have demonstrated can be used and applied to other senses, such as smell, sight and touch. For example, some animals have amazing abilities to detect explosives or drugs; the creation of a robot with a biological nose could help us preserve human life and identify criminals in a way that is not possible today. Some animals know how to detect diseases. Others can sense earthquakes. The sky is the limit.”

TAU Launches Israel’s First Center for AI and Data Science

Written by AUFTAU on 25 February 2021. Posted in Newsroom.

Tel Aviv University launched the new, interdisciplinary Center for Artificial Intelligence and Data Science today, headed by Prof. Meir Feder of the Fleischman Faculty of Engineering.

The Center will enhance basic science in these fields, encourage cross-disciplinary research that uses the most advanced methods of artificial intelligence (AI) and data science (DS), and train a new generation of researchers and industrialists who will take Israel to the forefront of the global AI revolution in the coming years. Moreover, it will lay the groundwork for the rapidly growing field of quantum computing. The launch event took place during TAU’s annual AI Week.

Penetrating All Areas of Life

TAU President, Prof. Ariel Porat: “The establishment of the AI Center is one more step toward implementing TAU’s vision for advancing groundbreaking, interdisciplinary research that brings together the university’s finest researchers, the high-tech industry and the community. Not long ago we launched the interdisciplinary Center for Combating Pandemics and over the coming year we intend to establish more such centers, such as one for climate change and another for healthy aging. TAU’s great advantage is its enormous range of disciplines. Our new interdisciplinary centers will further extend the scope of research, combining different disciplines, from engineering and computer science through life sciences, medicine and psychology, to economics, management, humanities, arts and law.”

Prof. Meir Feder emphasized that “the AI revolution is expected to impact our way of life in every aspect, from drug development and data-based personalized medicine, to defense and security systems, financial systems, scientific discoveries, robotics, autonomous systems and social issues. In addition, it is very important to train human capital in this area, and therefore the Center will provide all TAU students with basic AI education.” According to Prof. Feder, the Center will include hundreds of researchers, and will promote collaborations among scientists all over campus. It will also foster collaborations with the defense and other industries, the public sector, and leading universities and research institutions around the world.

Prof. Feder added that next month the AI Center will launch its collaboration with Google Israel as part of the company’s “AI for Social Good” program.

Major Gen. (Ret.) Prof. Isaac Ben-Israel, Head of TAU’s Yuval Ne’eman Workshop for Science, Technology and Security and Blavatnik Interdisciplinary Cyber Research Center, and Prof. Eviatar Matania, also of Tel Aviv University, are the visionaries behind AI Week and the university-wide AI initiative.

Prof. Ben–Israel stressed that “the applications of intelligent systems have far-reaching implications for practically every area of modern life, including security, medicine, transportation, automation, retail, customer service and numerous others. Various AI and machine learning algorithms, together with the enormous increase in computational power, are already beginning to penetrate all areas of our lives, and understanding them requires proficiency not only in the obvious technological disciplines such as computer science, mathematics and engineering, but also in the social, legal, business and even philosophical spheres.”

Israel’s Premier Artificial Intelligence Event is Back!

Written by AUFTAU on 23 February 2021. Posted in Newsroom.

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