Wednesday, September 11, 2024

The Graphene Legacy


Graphene was first discovered around 2004, and since then it's changed the world of science in ways far greater than most materials ever discovered. But we're at the point now where it's time to move on. Seeing the word "graphene" in a headline is no longer enough to make you want to see what it's doing. 

There's graphene but made of gold (goldene), there's something better than graphene (made of boron nitride), and there's the moiré lattice phenomena, which seems about as mindblowing as graphene itself was twenty years ago. 

Here are a few examples of how we're going ahead into the post-graphene world, and from now on, news about graphene will be limited to make for other things:

Researchers put a new twist on graphite
Jul 2023, phys.org

Didn't see this one coming!

They placed a single layer of graphene on top of a thin, bulk graphite crystal, and then introduced a twist angle of around 1 degree between graphite and graphene. They detected novel and unexpected electrical properties not just at the twisted interface, but deep in the bulk graphite as well. The electrical properties of the whole material differed markedly from typical graphite.

"Though we were generating the moiré pattern only at the surface of the graphite, the resulting properties were bleeding across the whole crystal."

Also: "Interdimensional" means mixed dimensional materials, like embedding 2D graphene into 3D graphite.

via University of Washington, Osaka University and the National Institute for Materials Science in Japan: Matthew Yankowitz, Mixed-dimensional moiré systems of twisted graphitic thin films, Nature (2023). DOI: 10.1038/s41586-023-06290-3.


Navigating moiré physics and photonics with band offset tuning
Oct 2023, phys.org

They started with a mismatched silicon-based bilayer moiré superlattice and adjusted the band offset by varying the thickness of one layer of the superlattices, to find that the offset effectively controls the moiré flatbands.

via SPIE Society of Photo-Optical Instrumentation Engineers, University of Electronic Science and Technology of China, Anqing Normal University, Guangxi University, and Nankai University: Peilong Hong et al, Robust moiré flatbands within a broad band-offset range, Advanced Photonics Nexus (2023). DOI: 10.1117/1.APN.2.6.066001


Researchers create first functional semiconductor made from graphene
Jan 2024, phys.org

Where you been - world's first functional semiconductor made from graphene

via Georgia Institute of Technology: Walt de Heer, Ultrahigh-mobility semiconducting epitaxial graphene on silicon carbide, Nature (2024). DOI: 10.1038/s41586-023-06811-0. 


Unlocking exotic physics: Exploring graphene's topological bands in super-moiré structures
Apr 2024, phys.org

Super-Moiré all day 

They're sandwiching monolayer graphene between two bulk boron nitride layers to create a new structure known as a super-moiré structure (whereas regular moiré is just two graphene layers).

via National University of Singapore:  Mohammed M. Al Ezzi et al, Topological Flat Bands in Graphene Super-Moiré Lattices, Physical Review Letters (2024). DOI: 10.1103/PhysRevLett.132.126401.


A single atom layer of gold—researchers create goldene
Apr 2024, phys.org
https://phys.org/news/2024-04-atom-layer-gold-goldene.html

Goldene - a sheet of gold only a single atom layer thick

via Linköping University: Synthesis of goldene comprising single-atom layer gold, Nature Synthesis (2024). DOI: 10.1038/s44160-024-00518-4

Wednesday, September 4, 2024

Quantum Surprise


You can't escape quantum this and quantum that while perusing science headlines, but these articles in particular are examples of moments when quantum experiments produced surprising results, or even better, results that look really cool but we don't even know what to do with them yet. That's the best kind of surprise. 

Promising quantum state found during error correction research
Sep 2023, phys.org

A team of Cornell researchers unexpectedly discovered the presence of "spin-glass" quantum state while conducting a research project designed to learn more about quantum algorithms and, relatedly, new strategies for error correction in quantum computing.

The researchers emphasized that they weren't simply trying to generate a better error protection scheme when they began this research. Rather, they were studying random algorithms to learn general properties of all such algorithms.

"Interestingly, we found nontrivial structure," Mueller said. "The most dramatic was the existence of this spin-glass order, which points toward there being some extra hidden information floating around, which should be useable in some way for computing, though we don't know how yet."

via Cornell's Laboratory of Atomic and Solid State Physics: Vaibhav Sharma et al, Subsystem symmetry, spin-glass order, and criticality from random measurements in a two-dimensional Bacon-Shor circuit, Physical Review B (2023). DOI: 10.1103/PhysRevB.108.024205



Redefining quantum machine learning
Mar 2024, phys.org

The team has discovered that neuronal quantum networks can not only learn but also memorize seemingly random data. 

"Our experiments show that these quantum neural networks are incredibly adept at fitting random data and labels, challenging the very foundations of how we understand learning and generalization."

via Free University of Berlin: Elies Gil-Fuster et al, Understanding quantum machine learning also requires rethinking generalization, Nature Communications (2024). DOI: 10.1038/s41467-024-45882-z


Research demonstrates a new mechanism of order formation in quantum systems
Apr 2024, phys.org

This means something for materials science which is already leaping past us. Also RIKEN:

Active matter agents change from a disordered to an ordered state in what is called a "phase transition." As a result, they move together in an organized fashion without an external controller.

They created a theoretical model in which spins of subatomic particles align in one direction just like how flocking birds face the same direction while flying. They found that the ordering can appear without elaborate interactions between the agents in the quantum model.

"It was different from what was expected based on biophysical models."

via University of Tokyo and RIKEN: Activity-induced ferromagnetism in one-dimensional quantum many-body systems, Physical Review Research (2024). dx.doi.org/10.1103/PhysRevResearch.6.023096

Wednesday, August 28, 2024

On Modern Tongues and the Slipperiness of the Spoken Word


We are always being reminded that Darwin used the "tree of language" to come up with his "tree of life" idea; others might refer to it as evolution, natural selection, or survival of the fit.

When languages collide, which survives?
Nov 2023, phys.org

Language is a meme - 

Our findings lead to the conclusion that the more mixing that occurs between different social groups, the more challenging it becomes for language varieties to coexist within the same society," said author Pablo Rosillo-Rodes. "The dynamics of the system has a subtle dependence on both the preferences of the speakers and the coupling between different communities."

Existing work from sociolinguistics showed that the social prestige of a language was considered the main factor leading to its extinction or survival. Insights in language contact from these previous studies, in combination with sociolinguistic studies on language ideologies, were used by the researchers to present a comprehensive picture of how language varieties are distributed in societies.

The team chose a quantitative approach based on a society in which only one language with two varieties, the standard and the vernacular, existed. The resulting mathematical model can predict the conditions that allow for the coexistence of different languages, presenting a comprehensive view of how language varieties are distributed within societies.

via University of the Balearic Islands in Spain: Pablo Rosillo-Rodes et al, Modeling language ideologies for the dynamics of languages in contact, Chaos An Interdisciplinary Journal of Nonlinear Science (2023). DOI: 10.1063/5.0166636

Image credit: AI Art - Mouth - 2024


Rare pre- and post-operative recordings show what happens after the brain loses a hub
Dec 2023, phys.org

This is the first direct recordings of the human brain in the minutes before and after a brain hub crucial for language meaning was surgically disconnected, and was conducted during surgical treatment of two patients with epilepsy. 

The innovation in this study was that the neurosurgery team was able to safely complete the procedure with the recording electrodes left in place or replaced to the same location after the procedure.

"The rapid impact on the speech and language processing regions well removed from the surgical treatment site was surprising, but what was even more surprising was how the brain was working to compensate"

The findings disprove theories challenging the necessity of specific brain hubs by showing that the hub was important to maintain normal brain processing in language. (Don't forget the girl who could smell despite having no olfactory cortex.)
via University of Iowa: Zsuzsanna Kocsis et al, Immediate neural impact and incomplete compensation after semantic hub disconnection, Nature Communications (2023). DOI: 10.1038/s41467-023-42088-7


Study suggests existence of a universal, nonverbal communication system
Dec 2023, phys.org

Hints of the presence of a universal system of communication:

The children either spoke English or Turkish. They were asked to use their hands to act out specific actions, such as running into a house.

They found that when the children spoke and gestured at the same time, their gesture followed the conventions of their language, with clear differences between the gestures of the Turkish and English speakers.

When the children used gestures without speaking, however, their gestures were remarkably similar.

via Georgia State, University of Chicago, and Cornell: Şeyda Özçalışkan et al, What the development of gesture with and without speech can tell us about the effect of language on thought, Language and Cognition (2023). DOI: 10.1017/langcog.2023.34

AI Art - Making Mouths - 2024

Survival of the fittest: Words like 'sex' and 'fight' are most likely to stand the test of time
Jan 2024, phys.org

Words with the strongest lasting power are:
  • Words acquired earlier in life
  • Words associated with things people can see or imagine, termed "concrete" words. For example, "cat" is more concrete than "animal," which is more concrete than "organism"
  • Words that are more arousing, including words like "sex" and "fight"

Early acquisition, concreteness, and arousal give linguistic information a selective advantage.

via University of Warwick: Ying Li et al, How cognitive selection affects language change, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2220898120


Faulty machine translations litter the web
Jan 2024, phys.org

Eat This

They state, "Machine generated, multi-way parallel translations not only dominate the total amount of translated content on the web in lower resource languages, it also constitutes a large fraction of the total web content in those languages."

Such content, they suggested, tends to be simpler, lower-quality passages "likely produced to generate ad revenue." Since fluency and accuracy are lower for machine-trained material, numerous translations will lead to even less accurate content and increase the odds of AI hallucination.

Medical prescription translation tool for Armenian speakers:
English: "You can take over-the-counter ibuprofen as needed for pain."
Translation to Armenian: "You may take anti-tank missile as much as you need for pain."

Regions under-represented on the web such as African nations and other countries with more obscure languages will face greater challenges in establishing reliable large language models.

via Amazon Web Services Artificial Intelligence Lab and the University of California Santa Barbara, and also a Vice Motherboard interview w the scientist: Brian Thompson et al, A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism, arXiv (2024). DOI: 10.48550/arxiv.2401.05749


Can any English word be turned into a synonym for “drunk”? Not all, but many can
Feb 2024, Ars Technica

Drunkonyms - like the words wasted, smashed, hammered, obliterated

Because the British are far better at this game than the Americans, also see - wellied, trousered, ratarsed, "I was utterly gazeboed," or "I am going to get totally and utterly carparked." (these come from the British comedian Michael McIntyre in a bit concerning the many slang terms posh British people use to describe being drunk)

They found the basic structure is common - combining "be" or "get" with an intensifying adverb ("totally") and a random word ending in "-ed." 

Bonuses:
  • The authors include an appendix of 546 English synonyms for "drunk" 
  • Benjamin Franklin penned the Drinker's Dictionary in 1737, with 288 words https://founders.archives.gov/documents/Franklin/01-02-02-0029
  • Dictionary of American Slang by 1975 had 353 synonyms
  • Linguist Harry Levine in 1981 noted 900 terms https://qcpages.qc.cuny.edu/~hlevine/Vocabulary-of-Drunkenness-Levine.pdf
  • P.G. Wodehouse's books especially 'Wooster's World,' a condensed version of The Millennium Wodehouse Concordance he produced with Tony Ring, includes them throughout with in each case referring you to the next term, if you follow the trail you end up back at the first one with no meaning every having being given. For example: Awash: see blotto. Blotto: see boiled. Boiled: see fried. Fried to the tonsils: see full to the back teeth. Full to the back teeth: see lathered. And so on. -via user Stendec

via Chemnitz University of Technology and Peter Uhrig of FAU Erlangen-Nuremberg: Yearbook of the German Cognitive Linguistics Association, 2024. DOI: 10.1515/gcla-2023-0007

Can't forget: The Alcohol Language Corpus (of drunk speech) aka Drunken John
Between 2007 and 2009, linguistic researchers from the Bavarian Archive for Speech Signals at the Ludwig Maximilian University of Munich and the Institute of Legal Medicine in Munich in Germany convinced 162 men and women to get drunk (and talk Drunken John into a voice recorder).

AI Art - Mouthing - 2024

Isolated for six months, scientists in Antarctica began to develop their own accent
Feb 2024, phys.org

"They say it is quicker to get to someone on the International Space Station than it is to medically evacuate someone from Antarctica in the winter" 

  • Over the 26-week winter of near perpetual darkness and harsh weather, Clark and his fellow inhabitants at Rothera would work, eat and socialise together with barely any contact with home. Satellite phone calls are expensive and so used sparingly. With just each other for company and limited entertainment on the base, the "winterers", as they are known, would chat to each other – a lot. 
  • Their common language was English, sprinkled with slang words unique to the Antarctic research stations.
  • 10-minute recordings every few weeks; sit in front of a microphone and repeat the same 29 words as they appeared on a computer screen.
  • They found some of the vowels had shifted.
  • One of those changes was the "ou" sound in words such as "flow" and "sew" that shifted towards the front of the vocal tract.
  • They also saw some of the winterers beginning to converge in the way they pronounced three other vowels.

"When we speak to each other, we memorise that speech and then that has an influence on our own speech production," says Harrington. In effect, we transmit and infect one another with pronunciations every time we interact with others. Over time, if we have regular and prolonged contact with someone, we can start to pick up their sounds.

via Ludwig-Maximilians-University of Munich: Phonetic change in an Antarctic winter 
Jonathan Harrington et al. J. Acoust. Soc. Am. 146, 3327–3332 (2019). https://doi.org/10.1121/1.5130709


AI analysis of social media language predicts depression severity for white Americans, but not Black Americans
Mar 2024, phys.org

Remember the point here is not that an entire subroup of the population doesn't get depressed, it's that models don't work for those people, so they need to be tuned better.

The study, which recruited 868 consenting participants who identified themselves as Black or white, demonstrated that models trained on Facebook language used by white participants with self-reported depression showed strong predictive performance when tested on the white participants. However, when the same models were trained on Facebook language from Black participants, they performed poorly when tested on the Black participants, and showed only slightly better performance when tested on white participants.

While depression severity was associated with increased use of first-person singular pronouns ("I," "me," "my") in white participants, this correlation was absent in Black participants. Additionally, white people used more language to describe feelings of belongingness ("weirdo," "creep"), self-criticism ("mess," "wreck"), being an anxious-outsider ("terrified," "misunderstood"), self-deprecation ("worthless," "crap"), and despair ("begging," "hollow") as depression severity increased, but there was no such correlation for Black people. For decades, clinicians have been aware of demographic differences in how people express depressive symptoms, and this study now demonstrates how this can play out in social media.

via University of Pennsylvania and the National Institute on Drug Abuse: Sunny Rai et al, Key language markers of depression on social media depend on race, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2319837121


First languages of North America traced back to two very different language groups from Siberia
Apr 2024, phys.org

Nichols' techniques involve the use of linguistic typology, a field that involves comparing languages and organizing them based on shared criteria. To learn more about early North American languages, she compiled lists of language characteristics and applied them to all known languages. She then scored each of the languages based on the revealed qualities. This allowed her to compare the languages as a way to find resemblances among them and spot patterns.

Nichols found that she could trace the languages spoken in early North America back to just two lineages, both of which originated in Siberia. They came, she notes, with the people who made their way across land bridges during Ice Age glaciation events.

via University of California Berkeley: Johanna Nichols, Founder effects identify languages of the earliest Americans, American Journal of Biological Anthropology (2024). DOI: 10.1002/ajpa.24923


Wednesday, August 21, 2024

Social Control as Social Service and the Art of Meme Hygiene


Study shows babies learn to imitate others because they themselves are imitated by caregivers
Sep 2023, phys.org

(The whole article is basically a good description of recursion.)

  • Social learning avoids laborious trial and error; the wheel does not have to be reinvented each time.
  • "Children acquire their ability to imitate because they themselves are imitated by their caregivers" 
  • Parents respond to the signals given by the child and reflect and amplify them. A mutual imitation of actions and gestures develops. 
  • "These experiences create connections between what the child feels and does on the one hand and what it sees on the other"
  • "Imitation is the start of the cultural process toward becoming human" 
  • Over the course of generations and millennia, this interplay has led to the cultural evolution of humans"

via Ludwig Maximilian University of Munich:  Samuel Essler et al, The cultural basis of cultural evolution: Longitudinal evidence that infant imitation develops by being imitated, Current Biology (2023). DOI: 10.1016/j.cub.2023.08.084. 

Image credit: Speaking of memetics, imitation, and learning, the image above is an example of a computer trying to be a human - a graphic designer specifically. We can see how, in very subtle ways, computers can't be people, not just yet: AI Art - Ad Poop - 2024


Social bonding gets people on the same wavelength, neural synchronization study suggests
Mar 2024, phys.org

176 three-person groups of human participants wore caps with fNIRS (functional near-infrared spectroscopy) electrodes while they communicated with strangers in a face-to-face triangle. (But it sounds like they communicated via text message, although they were sitting across from each other.)

This writeup is so concise I have to copy the whole thing:

Each group democratically selected a leader, so each group of three ultimately included one leader and two followers. After strategizing together, groups played two economic games designed to test their willingness to make sacrifices to benefit their group (or harm other groups).

Experimenters assigned some triads to go through a bonding session, where they were grouped according to color preferences, given uniforms, and led through an introductory chat session to build familiarity.

Bonded groups spoke more freely and bounced between speakers more frequently and rapidly, relative to groups that didn't experience this bonding session. This bonding effect was stronger between leaders and followers than between two followers.

Neural activity in two brain regions linked to social interaction, the right dorsolateral prefrontal cortex (rDLPFC) and the right temporoparietal junction (rTPJ), aligned between leaders and followers if they had bonded.

The authors state that this neural synchronization suggests that leaders may be anticipating followers' mental states during group decision-making, though they acknowledge that their findings are restricted to East Asian Chinese individuals communicating via text (without non-verbal cues), whose culture emphasizes group cohesion and commitment towards group leaders.

via Beijing Normal University: Ni J, Yang J, Ma Y (2024) Social bonding in groups of humans selectively increases inter-status information exchange and prefrontal neural synchronization. PLoS Biology (2024). DOI: 10.1371/journal.pbio.3002545

Charting brain synchronization patterns during social interactions - Yuto Kurihara from Waseda University - Apr 2024

Charting brain synchronization patterns during social interactions
Apr 2024, phys.org

See the infographic above, really well done.

"Our findings challenge the conventional understanding"

Cooperative interactive tasks between individuals with weak social ties result in more synchronized brain activity compared to individuals with strong ties. 

The participants were given a joint tapping task where they had to tap a mouse button in opposite rhythms. They wore earphones and had to anticipate their partner's movements.

Researchers suggest that the lack of familiarity between strangers requires a more involved process for predicting each other's actions or behaviors in a cooperative task. Consequently, this heightened engagement leads to a more efficient transfer of information between closely connected nodes within the neural network.

via Waseda University: Yuto Kurihara et al, The topology of interpersonal neural network in weak social ties, Scientific Reports (2024). DOI: 10.1038/s41598-024-55495-7


Understanding the spread of behavior: How long-tie connections accelerate the speed of social contagion
Apr 2024, phys.org

This is all getting pretty scary; I used to think this was something far off, but it sure seems we have both the knowledge and the means to do these things, and I wonder how it's being done already, and highly doubt it's not being done already. Too irresistible. 

Initially, researchers thought highly clustered ties that are close together in networks created the perfect environment for the spread of complex behaviors that require significant social reinforcement. However, long ties, which are created through randomly rewired edges that make them "longer," accelerate the spread of social contagions. 

(So this is not about weak vs strong ties, but short vs long.)

Having a small probability of adoption below the contagion threshold is enough to ensure that random rewiring accelerates the spread of these contagions.

"Further work could study such strategies for seeding complex behaviors"

This research suggests those wanting to achieve fast, total spread would benefit from implementing intervention points across network neighborhoods with long-tie connections to other network regions

via University of Pittsburgh Swanson School of Engineering, Sloan School of Management at MIT: Dean Eckles et al, Long ties accelerate noisy threshold-based contagions, Nature Human Behaviour (2024). DOI: 10.1038/s41562-024-01865-0

Headlines and the Semantic Trance


Researchers discover that worms use electricity to jump
Jun 2023, phys.org

Travel by electric field -- "Caenorhabditis elegans worms can use electric fields to "jump" across Petri plates or onto insects, allowing them to glide through the air and attach themselves, for example, onto naturally charged bumblebee chauffeurs. Pollinators, such as insects and hummingbirds, are known to be electrically charged, and it is believed that pollen is attracted by the electric field formed by the pollinator and the plant."

via Hiroshima University: Takuma Sugi, Caenorhabditis elegans transfers across a gap under an electric field as dispersal behavior, Current Biology (2023). DOI: 10.1016/j.cub.2023.05.042



Single-particle photoacoustic vibrational spectroscopy using optical microresonators
Aug 2023, phys.org

^Who told you that was an ok title

(In defense, this is the title of the original article, which is usually changed by the writer of the press release, this one ostensibly from Peking University; assuming their AI title-generator had the day off.)

via Peking University: Shui-Jing Tang et al, Single-particle photoacoustic vibrational spectroscopy using optical microresonators, Nature Photonics (2023). DOI: 10.1038/s41566-023-01264-3


The solution space of the spherical negative perceptron model is star-shaped, researchers find
Jan 2024, phys.org

One of the main reasons I subject myself to reading the headlines of 300 science articles every week, is that I'm trying to lapse into a semantic trance where I'm reading English and yet at the same time, I'm reading a completely alien language. The two different parts of the brain, the one that knows words and the one that tries to figure out "what the f**k is going on" when novel situations appear, they vacillate, flickering for domination; it's kind of like a very low-level form of epilepsy, and some people like that kind of thing.  

via Bocconi University, Politecnico di Torino and Bocconi Institute for Data Science and Analytics: Brandon Livio Annesi et al, Star-Shaped Space of Solutions of the Spherical Negative Perceptron, Physical Review Letters (2023). DOI: 10.1103/PhysRevLett.131.227301.

Monday, August 19, 2024

Music is the Math of Feelings


Whether you're a scientist or a musician, there's something semi-sacrilegious about studying the science of music. Music is spiritual, it's secretive, it's a folk art encompassing amateurs and experts alike. It's not supposed to be a bunch of cold hard math or esoteric entropic distribution matrices, that kind of takes the fun out of it. On the other hand, it's irresistible to think you could find laws of human behavior hiding in there, even laws of the universe! 

Music found to cause similar emotions and bodily sensations across cultures
Jan 2024, phys.org

  • Happy and danceable music was felt in the arms and legs
  • Tender and sad music was felt in the chest
  • Music with a clear beat was found happy and danceable
  • Dissonance in music was associated with aggressiveness

via University of Turku and University of Aalto in Finland and the University of Electronic Science and Technology of China: Vesa Putkinen et al, Bodily maps of musical sensations across cultures, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2308859121

Mostly unrelated image credit: AI Art - Graffiti Typography - 2024 And is that f*cking "pinterest watermark"??


Live music emotionally moves us more than streamed music, show researchers
Feb 2024, phys.org

  • Live performances trigger a stronger emotional response than listening to music from a device.
  • Concerts connect performers with their audience, which may also have to do with evolutionary factors.
  • A pianist changed the live music he or she was playing to intensify the emotional reactions in the amygdala.
  • Researchers used magnetic resonance imaging to measure the activity in the amygdala of 27 listeners as well as the performer in real time.
  • Based on these measurements, the pianist then immediately adapted his performance to intensify the audience's emotions further.
  • Listeners were played a recording of the same music performed by the same musician but without the neurofeedback loop.
  • Pleasant and unpleasant emotions performed as live music elicited much higher and more consistent activity in the amygdala than recorded music. 
  • The live performance also stimulated a more active exchange of information in the whole brain, which points to strong emotional processing in the affective and cognitive parts of the brain.
  • A strong synchronization between subjective emotional experience and the auditory brain system was only observed when the audience was listening to the live performance.
  • Only live music showed a strong and positive coupling between features of the musical performance and brain activity.

via University of Zurich: Trost, Wiebke et al, Live music stimulates the affective brain and emotionally entrains listeners in real time, Proceedings of the National Academy of Sciences (2024). DOI: 10.1073/pnas.2316306121.


Song lyrics have become simpler and more repetitive since 1980, study finds
Mar 2024, phys.org

They analyzed the lyrics of 12,000 English-language rap, country, pop, R&B, and rock songs (2,400 songs per genre) released between 1980 and 2020, with additional analyses of 12,000 song lyrics on the online song lyric platform Genius:

  • Lyrics have become simpler and easier to understand over time
  • The number of different words used within songs has decreased
  • The number of words with three or more syllables has increased in rap songs since 1980
  • General increases in the repetitiveness of lyrics may have led to lyrics becoming simpler overall
  • Lyrics have tended to become more emotional and personal over time
  • Both emotionally positive and negative words increased in rap songs
  • Emotionally negative lyrics increased for R&B, pop and country songs
  • All genres showed an increase in the use of anger-related words
  • The lyrics of older rock songs tend to be viewed more than those of newer rock songs
  • The lyrics of newer country songs tend to be viewed more than those of older country songs

via Department of Music Pedagogy at Nuremberg University of Music, Department of Computer Science at University of Innsbruck, Human-centered AI Group at Linz Institute of Technology, Austrian Research Institute for Artificial Intelligence: Eva Zangerle, Song lyrics have become simpler and more repetitive over the last five decades, Scientific Reports (2024). DOI: 10.1038/s41598-024-55742-x.


Why some types of music make people want to dance more than others
Mar 2024, phys.org

They discovered what they believe to be the mechanism in the brain that controls the desire to dance when prompted by music.

60 adult volunteers listened to 12 melodies with different degrees of syncopation and rated each based on their desire to get up and dance.

They found that melodies with a medium degree of syncopation caused the strongest desire to dance.

29 adults wore magnetoencephalography helmets while they listened to different kinds of music. 

The researchers found that the auditory cortex primarily focused on rhythm, while the dorsal auditory pathway appeared to match the rhythm to the beat.

This, the researchers suggest, indicates that the music-prompted desire to dance likely happens within that pathway, from which it is then passed on to motor areas that act on the impulse.

Final thought - The researchers suggest their work cumulatively shows that the sudden desire to dance prompted by music with a medium amount of syncopation is the brain's attempt to anticipate beats among the syncopation — it causes the body to literally lean forward repeatedly. (You mean like Rain Man?)

via Aix Marseille Université in France and the University of Connecticut: Arnaud Zalta et al, Neural dynamics of predictive timing and motor engagement in music listening, Science Advances (2024). DOI: 10.1126/sciadv.adi2525


Body mapping links responses to music with degree of uncertainty and surprise
Apr 2024, phys.org

Researchers asked 527 participants to map where they felt sensations in their bodies and the emotions they had while listening to 92 unique chord progressions with varying degrees of uncertainty and surprise.

"Prediction and uncertainty affect heart and abdominal sensations"
  • Certain chord progressions sparked sensations in the heart while others were felt more in the stomach
  • Certain chords evoked aesthetic appreciation, leading to a decline in negative emotions of awkwardness and anxiety
  • More predictable chord progressions brought on feelings of calmness, relief, satisfaction, nostalgia, and empathy

I wonder what chord progressions they're looking at, but they created an algorithm for chord progression, and as an untrained musician, it doesn't translate for me, although someone with a better understanding might get it.

Here's the algorithm:

These chord progressions were generated using a statistical-learning model to compute the Shannon information content and entropy, based on transitional probabilities of each chord using a corpus of 890 pop songs from the US Billboard.

Here's two samples of their chord progressions:

(1) sLuL-sLuL sequence (Figure 1A) representing the condition where the 1st–3rd chords have low surprise and uncertainty and the 4th chord has low surprise and uncertainty.

(2) sLuL-sHuL sequence (Figure 1B) representing the condition where the 1st-3rd chords have low surprise and uncertainty and the 4th chord has high surprise and low uncertainty.

(There are 8 progressions in total, with variations on this theme)

On entropy, from the paper itself:

Entropy gauges the perceptual uncertainty a listener feels in predicting an “upcoming” chord based on prior chords, while information content quantifies the surprise experienced upon hearing the actual chord.
^This is the old Anatomy of a Joke formula.

via University of Tokyo: Bodily Maps of Uncertainty and Surprise in Musical Chord Progression and the Underlying Emotional Response, iScience (2024). DOI: 10.1016/j.isci.2024.109498.


Sad music study tests the direct effect hypothesis of 'pleasurable negative emotion'
Apr 2024, phys.org

Yeah this is weird

Participants were asked to imagine if their sadness could be "removed" when listening to the music - which the majority self-reported they could do.

"We know that many people are quite apt when it comes to thought experiments, so it's a reasonable approach to use and, at worst, it should produce no results"

After the imagined removal of sadness, participants were asked if they liked the piece of music any differently: 82% said that removing the sadness reduced their enjoyment of the music.

"Experiencing a wide range of emotions in a more or less safe environment could help us learn how to deal with what we encounter in the world."

"Previous studies refer to an 'indirect effect hypothesis,' which means that people may experience sadness, but it is something else they enjoy - being moved."

via University of New South Wales: Emery Schubert et al, Liking music with and without sadness: Testing the direct effect hypothesis of pleasurable negative emotion, PLOS ONE (2024). DOI: 10.1371/journal.pone.0299115

Friday, August 16, 2024

Mortal Meat Packages Demand Dimensional Liberation


These are old as hell, but hey this isn't a news site.

The way things are organized is a science in itself, and it's called network science. Granted, the way biological organisms are organized is called biology, and the way human minds are organized is called psychology, and etc. But the way anything is organized, regardless of what it is, that's network science, and it's kind of like the ur-science. It's still not recognized as such, but we're getting there. Unfortunately, I think the robots are going to figure it out before us, because our brains are too simple to handle this. Can your brain navigate n-dimensional space? Not yet you say, but that's the robot, already putting words in your mouth.

AI system self-organizes to develop features of brains of complex organisms
Nov 2023, phys.org

Yes it does.

They created an artificial system to model a simplified version of the brain and applied physical constraints where each node was given a specific location in a virtual space, so the further away two nodes were, the more difficult it was for them to communicate; they found their system went on to develop characteristics and tactics similar to those found in human brains.

via Medical Research Council Cognition and Brain Sciences Unit at the University of Cambridge: Spatially-embedded recurrent neural networks reveal widespread links between structural and functional neuroscience findings, Nature Machine Intelligence (2023). DOI: 10.1038/s42256-023-00748-9

Image credit: The Alexander Horned Sphere


A new mathematical language for biological networks
Dec 2023, phys.org

This is about mathematical modeling of genetic interactions in biological systems, way over my head, but higher order dimensions and network science in general are making progress.

via ETH Zurich, Carnegy Science and Max-Planck-Institut für Mathematik in den Naturwissenschaften: Holger Eble et al, Master regulators of biological systems in higher dimensions, Proceedings of the National Academy of Sciences (2023). DOI: 10.1073/pnas.2300634120