Could melody analysis spot the bum notes in our brain patterns?

Music in the brain.

The culmination of Steven Spielberg's 1977 classic Close Encounters of the Third Kind gave us one of the great moments in sci-fi movie history. It starts with a simple, unforgettable five-note melody – the musical phrase used by US government scientists in an attempt to communicate with a huge UFO that has just descended on the rocky Wyoming countryside. There's a hushed pause as the last note drifts in the night air, followed by a deafening blast as the alien vessel gives its rumbling response. Before we know it, the two parties are bouncing arpeggios off one another; a beautiful, joyful symphonic conversation.

As well as providing a wondrously optimistic antidote to the end-of-days mentality of today's chrome-plated alien blockbusters, that final sequence perfectly articulates the idea of melody as a universal language, one that might be used to explore previously unfathomable mysteries.

In many ways, the human brain is almost as alien to us as the extraterrestrial visitors of Close Encounters. Our relationship with our brains is a little like the relationship most of us have with our PCs – we use them intuitively and we understand the surface processes, but we've only the most basic understanding of how everything works under the hood.

With researchers still struggling to get to grips with the brain's inner workings, the treatment or management of an incredibly varied disorder like epilepsy remains an uphill struggle for medical institutions. One of the keys to better management of epilepsy is the ability to forecast impending seizures, the disorder's main cause of death. Clinical studies in this area predominantly focus on the use of electroencephalogram (EEG) data, which records the brain's electrical activity, but the difficulty involved in accurately interpreting this data is a recurring problem.    

A just-launched European research project, spearheaded by the Italian Association for the Research on Brain and Spinal Cord Diseases (ARCEM), aims to prove that the universal language of melody could provide a solution to this problem. The project has pulled together neuroscientists, IT specialists, musicians and music analysts in an attempt to predict impending seizures using a method called data sonification.

Data sonification is the process of expressing visual data, like EEG read-outs, in the form of melodies. The project is investigating whether tying EEG data sets to musical melodies could help researchers, and eventually doctors, to spot the abnormal brain activity that prefaces a possible seizure.

What advantages does turning EEG data into melody streams bring over the current methods of studying visual brain pattern data to predict epileptic seizures? According to the project team, turning visual data into audio melodies could help researchers to sequence and conceptualise the brain's activity over time, increasing the possibility of catching the hidden signs that could signal a seizure. These signs would be expressed as an abnormal or jarring sound in the melody, essentially turning seizure prediction into a clinical search for a bum note.

Data sonification also brings a more human advantage – our intrinsic ability to spot the off-key note in a melody. The ear is naturally attuned to audio patterns and detecting irregularities within them. The project team believes that expressing EEG data musically could help doctors and researchers identify seizure-indicative anomalies more easily than looking at graphs and read-outs.

Unfortunately, it'll be a while before we find out if this intriguing approach will bear fruit in the field of epileptology. The project has only just begun to gather the huge volumes of EEG data needed to validate the data sonification technique; the team hopes to present some preliminary results by the end of 2013.  

Although it's too early to prove the effectiveness of data sonification for predicting seizures, there's something beautiful about the idea that music, the universal language, might hold the key to furthering our understanding, not of visitors from another planet, but of the inner recesses of our own minds. Spielberg would be proud.

Link to full feature: http://www.hospitalmanagement.net/features/featuretuned-in-tracking-epilepsy-melody-analysis-neurology/

Photograph: Getty Images

 

Chris Lo is a senior technology writer for the NRI Digital network.

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“It feels like a betrayal”: EU citizens react to Jeremy Corbyn’s migration stance

How do Labour-supporting European migrants in the UK feel about their leader wanting to control EU migration?

“This feels a bit different from the man I had campaigned for,” says Eva Blum-Dumontet. “It felt like he was on the side of the group that matters, regardless of whether they were actually going to make him gain voters or not. He was on the side of what seemed right.”

Blum-Dumontet is a 26-year-old EU citizen who has been in the UK for five years. She works as a researcher for a charity and lives in north-east London’s Walthamstow, where she is the local Labour party’s women’s officer.

She joined Labour just before the 2015 general election, and campaigned for Jeremy Corbyn during his leadership bid that year. She spent one and a half months that summer involved in his campaign, either phone banking at its headquarters at the Unite union building, or at campaign events, every other evening.

“When he suddenly rose out of nowhere, that was a really inspiring moment,” she recalls. “They were really keen on involving people who had recently arrived, which was good.”

“Aside from the EU, I share all of his views”

Blum-Dumontet voted for Corbyn in both of Labour’s leadership elections, and she joined Momentum as soon as it was set up following Corbyn winning the first one in 2015. But she left the group two months ago.

She is one of the roughly three million EU citizens living in the UK today whose fate is precarious following the EU referendum result. And she doesn’t feel Corbyn is sticking up for her interests.

Over the weekend, the Labour leader gave an interview that has upset some Labour-supporting EU migrants like her.

Corbyn reiterated his opposition to staying in the single market – a longstanding left-wing stance against free market dominance. He added that his immigration policy “would be a managed thing on the basis of the work required” rather than free movement, and, in condemning agencies exploiting migrant workers, he said:

“What there wouldn’t be is wholesale importation of underpaid workers from central Europe in order to destroy conditions, particularly in the construction industry. You prevent agencies recruiting wholescale workforces like that; you advertise for jobs in the locality first.”

Corbyn also emphasised that Labour would guarantee the rights of EU nationals to stay in Britain – including the right of family reunion – and that there would still be Europeans working here and vice versa. But, for some in his party who hail from Europe, the damage was done.

“I feel like he’s now trying to signal more and more that he’s not on all sides, he’s on the side of people who are just scared of migrants,” says Blum-Dumantet, who will nevertheless stay in the party to try and change the policy. “The idea that he is willing to engage in this whole dog-whistling immigration fear feeling is a bit disturbing.”

She stresses that, “aside from the EU, I share all of his views”, but adds:

“I feel like he’s chosen his socialist utopia – and I don’t mean that as a bad thing; I’m a socialist as well – over the reality of the concrete lives of three million people. For us, this is not about some abstract ideal, it’s about our lives, whether we can get jobs here, whether we can stay here. And for the sake of his ideal, he’s sacrificing that. That does feel like a betrayal.”

***

Other EU migrants who initially supported Corbyn also feel let down. Sabrina Huck, the London representative of Labour’s youth wing Young Labour, moved here from Germany in February 2014.

Having joined the party that year, she voted for Corbyn in the first leadership election, “particularly because of things like being an internationalist, talking about migrant solidarity”.

Huck, 26, who lives in south London and works in public affairs, began to change her mind about him she discovered his Eurosceptic views. “It’s kind of my fault because I didn’t really do the research properly on him, I guess!” she laughs.

“I understand the argument that we have put downward wage pressure on some jobs”

Now, she feels “disappointed” in Corbyn’s comments about “wholesale importation” of workers. “The way he articulates himself – it doesn’t sound like what I wanted to hear from a Labour leader, particularly somebody who’s been a proud internationalist, proud migrant rights campaigner,” she tells me.

“I think the way he was making his point about wages was laying the blame way too much with workers and not with the bosses, basically.”

Huck notes that Corbyn is against the single market because of his socialist view of the EU as a “capitalist club”, rather than concern about borders. But she feels he’s using “the immigration argument” to sound mainstream:

“I feel like he’s using it as an opportunity to further his own ideological goal of leaving the single market by tying that to an argument that goes down well with the Leave-voting public.”

***

However, other Labour-leaning EU migrants I speak to do not feel Corbyn’s genuine motive is to bring immigration down – and are more understanding of his comments.

“I appreciate and understand the argument that we have put downward wage pressure on some – particularly blue collar or poorer paid – jobs, that is the nature of mass migration,” says a 29-year-old Czech who works for the government (so wishes not to be named), and has lived here since 2014. She believes his comments were made to “appeal to the hard left and Ukip types”, and has left the Labour party. But she adds:

“I can understand how communities suffering through a decade of stagnant wage growth and austerity are looking for a scapegoat, easily found in the form of migrants – particularly in a country where minimum wage and labour protections are so weak legislatively, and so poorly enforced.”

She also is sceptical that a “mass deportation” of EU migrants from Britain is likely to happen. “The optics are too bad, at a minimum,” she says. “It would look too much like the 1930s. What would the government do? Put us all on boats back to Europe?”

“I kind of shrugged off those comments and they didn’t bother me massively”

“I think they [Labour] are feeling their way around the issue [of Brexit] and are listening for public sentiment,” says Agnes Pinteaux, a Hungarian-born 48-year-old who moved to Britain in 1998. “But reconciling their hardcore Brexit support, those who just hate immigrants, those who want ‘sovereignty’, and those who want Brexit ditched altogether is going to be impossible.”

“I think the debate about the ethics of free movement of labour is a legitimate one, but it has to be rooted in human rights and dignity,” says Anna Chowrow, a 29-year-old third sector financial manager who moved from Poland to Scotland in 2007, adding:

“I was thrilled when Jeremy Corbyn was first elected Labour leader, and I have admiration for his principled approach. [But] I am in disbelief that these comments – akin to ‘British jobs for British workers’ – were made by him. The dehumanising language of ‘importation’ and ‘destruction’ is beyond disappointing.”

***

Finding EU citizens in Britain who are entirely sympathetic to Corbyn’s comments is difficult. Forthcoming defenders of his stance are hard to come by, suggesting that it’s a minority view among Europeans living in Britain. But there are some who continue to back him.

“I like Jeremy Corbyn’s authenticity. He comes across as genuine and honest, and I agree with most of his ideas. Contrary to the majority of politicians, he’s actually not afraid of coming across as a human being,” says Teresa Ellhotka, 24, who moved to the UK from Austria in 2016 and works in PR.

“His ideas and visions are, in my opinion, still very progressive”

“I kind of shrugged off those comments and they didn’t bother me massively,” she says of Corbyn’s stance on EU migrants. “My mind about Jeremy Corbyn hasn’t changed drastically as his ideas and visions are, in my opinion, still very progressive and I admire that he is dedicated to change but in a human way, and doesn’t suggest fighting fire with fire – as many other politicians, and people, seem to do.”

Ellhotka admits to being “a little surprised, as I did not expect this stance from him at all”, but feels there has been “so much back-and-forth” on the issue that she’s stopped worrying about what politicians say.

“Nobody seems to know what exactly is going to happen anyway.” The only thing, perhaps, that all politicians – and their voters – can agree on.

Anoosh Chakelian is senior writer at the New Statesman.