Showing posts with label sync. Show all posts
Showing posts with label sync. Show all posts

Friday, January 3, 2025

Entropy Engineering and Social Syncopation


Singing researchers find cross-cultural patterns in music and language
May 2024, phys.org

An international team of researchers recorded themselves performing traditional music and speaking in their native language. In all 50+ languages, the rhythms of songs and instrumental melodies were slower than those of speech, while the pitches were higher and more stable.

Speculating on underlying reasons for the cross-cultural similarities, Savage suggests songs are more predictably regular than speech because they are used to facilitate synchronization and social bonding.

"Slow, regular, predictable melodies make it easier for us to sing together in large groups," he says. "We're trying to shed light on the cultural and biological evolution of two systems that make us human: music and language."

via Max Planck Institute for Psycholinguistics in Nijmegen: Yuto Ozaki et al, Globally, songs and instrumental melodies are slower, higher, and use more stable pitches than speech: A Registered Report, Science Advances (2024). DOI: 10.1126/sciadv.adm9797. 



Neuroplasticity study shows how singing rehabilitates speech production in post-stroke aphasia
May 2024, phys.org

According to the findings, singing repairs the structural language network of the brain. The language network processes language and speech in our brain. In patients with aphasia, the network has been damaged.

"For the first time, our findings demonstrate that the rehabilitation of patients with aphasia through singing is based on neuroplasticity changes"

via University of Helsinki: Aleksi J. Sihvonen et al, Structural Neuroplasticity Effects of Singing in Chronic Aphasia, eNeuro (2024). DOI: 10.1523/ENEURO.0408-23.2024


Study shows the power of social connections to predict hit songs
Jun 2024, phys.org

The team analyzed data from last.fm, analyzing 2.7 million users, 10 million songs, and 300 million plays, along with networks of mapping friendships and another capturing influence dynamics (who listens to a song and who follows suit). 

Examining the first 200 plays of a new song, they predicted its chances of becoming a hit.

The researchers improved the precision of predicting hit songs from 14% to 21%.

Existing models often focus on artist fame and listening metrics, but the CSH study highlights the overlooked social aspect - musical homophily, which is the tendency for friends to listen to similar music.

via Complexity Science Hub Vienna: Niklas Reisz et al, Quantifying the impact of homophily and influencer networks on song popularity prediction, Scientific Reports (2024). DOI: 10.1038/s41598-024-58969-w


Understanding the synchronization of physiological states during a live music performance
Jul 2024, phys.org

"Music-induced synchronization of heart rate may be the mechanism underlying the coherent behavior of a large audience in a theater." 

Synchronization of physical and cognitive processes is better within an individual compared to that between different individuals; and heart rate synchronization in response to music depends on the reliable physiological responses of the listener, not on their mood or music preferences.

Note that in the study, to guage mood, they had participants in the study listen to the same piece of music on different days. And to quantify the influence of music preference on heart rate synchronization, he investigated whether a person listening to a piece of music selected by the researcher differed in synchronization response to a piece of music that deeply moves them when played in a randomized order.

Why - "From data on small audiences, for example, the degree of proficiency of performers, commercial success can be predicted in terms of reliability."

via Waseda University: Ryota Nomura, Reliability for music-induced heart rate synchronization, Scientific Reports (2024). DOI: 10.1038/s41598-024-62994-0


Classical music lifts our mood by synchronizing our 'extended amygdala'
Aug 2024, phys.org

The study focused on 13 patients with treatment-resistant depression who already had electrodes implanted in their brains for the purpose of deep-brain stimulation. These implants are placed in a circuit connecting two areas in the forebrain—the bed nucleus of the stria terminalis (BNST) and the nucleus accumbens (NAc). Using these implants, the researchers found that music generates its antidepressant effects by synchronizing the neural oscillations between the auditory cortex, which is responsible for processing of sensory information, and the rewards circuit, which is responsible for processing emotional information.

The patients in the study were assigned to two groups: low music appreciation or high music appreciation. Those in the high music appreciation group demonstrated more significant neural synchronization and better antidepressant effects, while those in the low music appreciation group showed poorer results.  

via Center for Functional Neurosurgery at Shanghai Jiao Tong University: uditory entrainment coordinates cortical-BNST-NAc triple time locking to alleviate the depressive disorder, Cell Reports (2024). DOI: 10.1016/j.celrep.2024.114474. 

Intermission on sonic superpowers:
Singing from memory unlocks a surprisingly common musical superpower
Aug 2024, phys.org

They asked people to sing out any earworms they were experiencing and record them on their phones when prompted at random times throughout the day, and found the majority perfectly matched the pitch of the original songs.

"Surprisingly large portion of the population has a type of automatic, hidden 'perfect pitch' ability."

They think it depends on whether the music was recalled deliberately or as a result of an "earworm", which is why they asked people to record themselves as soon as they hear one in their head. So now they think there may be something unique about musical memories and the ways they are encoded and maintained inside our brains.

via University of California Santa Cruz: Matthew G. Evans et al, Absolute pitch in involuntary musical imagery, Attention, Perception, & Psychophysics (2024). DOI: 10.3758/s13414-024-02936-0


Below are a couple articles recalling the genius of Leonard B. Meyer

Bach, Mozart or jazz: Scientists provide a quantitative measure of variability in music pieces
Nov 2024, phys.org

They even mention Meyer in the write up: "According to Meyer, emotions and meaning in music arise from the interplay of expectations and their fulfillment or (temporary) non-fulfillment."

Sorry I have to copy mostly the whole thing, because this stuff is complicated:

They used time series analysis to infer how similar a tone sequence is to previous sequences (the autocorrelation function of musical pitch sequences).

They analyzed more than 450 jazz improvisations and 99 classical compositions, and found the autocorrelation function of pitches initially decreases slowly with the time difference. This expresses a high similarity and possibility to anticipate musical sequences. 

However, they found that there is a time limit, after which this similarity and predictability ends relatively abruptly. For larger time differences, the autocorrelation function and memory are both negligible.

Of particular interest here are the values of the transition times of the pieces where the more predictable behavior changes into a completely unpredictable and uncorrelated behavior. Depending on the composition or improvisation, the scientists found transition times ranging from a few quarter notes to about 100 quarter notes. Jazz improvisations typically had shorter transition times than many classical compositions, and therefore were usually less predictable.

Differences could also be observed between different composers. For example, the researchers found transition times between five and twelve quarter notes in various compositions by Johann Sebastian Bach, while the transition times in various compositions by Mozart ranged from eight to 22 quarter notes. This implies that the anticipation and expectation of the musical progression tends to last longer in Mozart's compositions than in Bach's compositions, which offer more variability and surprises.

via Max Planck Institute for Dynamics and Self-Organization and the University of Göttingen: Corentin Nelias et al, Stochastic properties of musical time series, Nature Communications (2024). DOI: 10.1038/s41467-024-53155-y


Study explores how brain waves reflect melody predictions while listening to music
Nov 2024, phys.org

We aimed to disentangle the frequency-specific neural dynamics linked to melodic prediction uncertainty (modeled as entropy) and prediction error (modeled as surprisal) for temporal (note onset) and content (note pitch) information."

They recruited 20 participants, half of whom were professional pianists, to listen to 10 piano melodies extracted from the work of Johann Sebastian Bach, each lasting approximately 150 seconds, and while being recorded using electroencephalography (EEG).

"An analysis of the temporal response function (TRF) weights revealed that the temporal predictability of a note (entropy of note onset) may be encoded in the delta- (1–4 Hz) and beta-band (12–30 Hz) brain activity prior to the stimulus, suggesting that these frequency bands associate with temporal predictions."

via Max Planck Institute for Human Cognitive and Brain Sciences: Juan-Daniel Galeano-Otálvaro et al, Neural encoding of melodic expectations in music across EEG frequency bands. European Journal of Neuroscience(2024). DOI: 10.1111/ejn.16581

Further Reading for Meyer-like things:

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

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

Tuesday, July 30, 2024

Chaos Control


This is about weather forecasting, which is still hard because of the lack of small-scale data, which leads to the introduction of small initial errors, which multiply in chaotic systems to become big errors. This is how chaos works. When you hear that scientists are getting better at "controlling chaos", you know we're in for some sh*t:

New theoretical framework unlocks mysteries of synchronization in turbulent dynamics
Jan 2024, phys.org
 
Japan - "By considering this turbulence phenomenon as 'synchronization of a small vortex by a large vortex' and by mathematically attributing it to the 'stability problem of synchronized manifolds,' we have succeeded in explaining this critical scale theoretically for the first time," explains Dr. Inubushi.

via Tokyo University of Science, Hitotsubashi University, Rissho University and Osaka University: Masanobu Inubushi et al, Characterizing Small-Scale Dynamics of Navier-Stokes Turbulence with Transverse Lyapunov Exponents: A Data Assimilation Approach, Physical Review Letters (2023). DOI: 10.1103/PhysRevLett.131.254001



We keep making the same mistakes with spreadsheets, despite bad consequences
Jan 2024, Ars Technica

Industry studies [from 1998!] show that 90 percent of spreadsheets containing more than 150 rows have at least one major mistake:

In general, errors seem to occur in a few percent of all cells, meaning that for large spreadsheets, the issue is how many errors there are, not whether an error exists. These error rates, although troubling, are in line with error rates in programming and other human cognitive domains. In programming, we have learned to follow strict development disciplines to eliminate most errors. Surveys of spreadsheet developers indicate that spreadsheet creation, in contrast, is informal, and that few organizations have comprehensive policies for spreadsheet development. 

via Raymond Panko at University of Hawaii: Panko, R. R. (1998). What We Know About Spreadsheet Errors. Journal of Organizational and End User Computing (JOEUC), 10(2), 15-21. http://doi.org/10.4018/joeuc.1998040102

Monday, September 26, 2022

Proponents of Free Will Synchronize Themselves


Here at Network Address, sociothermodynamics is a common topic; it's the idea that people, despite the illusion of control, behave like particles, bouncing around, and according to the very basic physical laws of thermodynamics.

The most obvious manifestation of this is synchronization, introduced in the above paper like this: "Many seemingly unrelated systems which exhibit repetitive behaviors, such as clocks, pacemaker cells in the heart, or a swarm of pulsing fireflies, are seen to undergo transitions from initial randomness to an ordered state." (Read more from the texts referenced below.)

The seemingly random intersections of all our lives are governed by the same rules that synchronize fireflies. This is why we can predict the gross domestic product of a city by how fast its people walk on its sidewalks. You can call up your free will and ask him to help you overturn this law, but he can't help. You're better off calling someone at the Santa Fe Institute; at least they can explain it for you. 


From flashing fireflies to cheering crowds: Physicists unlock secret to synchronisation
Dec 2021, phys.org

This paper is exciting, not because it made the top headlines at the New York Times when it came out, but because of what they found at the bottom of all this: "This model may be derived from the complex Ginzburg-Landau equations for a lattice of driven-dissipative Bose-Einstein condensates of exciton polaritons."

That's right, Bose-Einstein condensates, which should make you think about quantum things, and even things metaphysical, like Zipf's Law, or Serpinski's Triangles. So not only are we a bunch of particles bouncing around, but quantum particles at that. 

via Trinity College Dublin: John P. Moroney et al, Synchronization in disordered oscillator lattices: Nonequilibrium phase transition for driven-dissipative bosons, Physical Review Research (2021). DOI: 10.1103/PhysRevResearch.3.043092

Notes: 
A. Pikovskij, M. Rosenblum, and J. Kurths, Synchronization: A Universal Concept in Nonlinear Sciences, 1st ed., Cambridge Nonlinear Science Series No. 12 (Cambridge University Press, Cambridge, 2003).

S. H. Strogatz, From Kuramoto to Crawford: Exploring the onset of synchronization in populations of coupled oscillators, Physica D 143, 1 (2000).

Thursday, April 7, 2022

Anthromimetics - Flattening the Curve of the Uncanny Valley


Image results for anthromimetics are disappointing, so you get a beautiful Hubble picture of the universe instead, the Veil Nebula, via the ESA and NASA, 2021.

A search for anthromimetics wants me to see anthropometrics. Correcting gives me 78 results. Anthromimicry? 10 results. (Two of them are from this weblog, and 2 are from what I would call procedurally generated domain name redirects, kind of like the lists of phone numbers and why you get calls from yourself sometimes. The other sites are circa 2012.)

So I will explain - biomimicry copies biology and anthromimicry copies humans. It's what we're doing to robots to help them cross the uncanny valley. We want them to copy us good so we can believe them. 


A new machine-learning system helps robots understand and perform certain social interactions
Nov 2021, phys.org

"In a simulated environment, a robot watches its companion, guesses what task it wants to accomplish, and then helps or hinders this other robot based on its own goals."

In order to teach robots how to be social, we're just showing them footage of people helping each other, and go figure the robots gets better at figuring out what you're trying to do, and then helps you do it. Sounds simple until you realize that to be "social" is extraordinarily complex, and something that has taken most of us our entire lives to get right (and that's a lot of training data). 

via MIT's Computer Science and Artificial Intelligence Laboratory, and a member of the Center for Brains, Minds, and Machines: Ravi Tejwani et al, Social Interactions as Recursive MDPs (2021).


Making (and breaking) eye contact makes conversation more engaging
Sep 2021, phys.org

Synchrony - "In the past, it has been assumed that eye contact creates synchrony, but our findings suggest that it's not that simple," says senior author Thalia Wheatley, a professor of psychological and brain sciences at Dartmouth, and principal investigator of the Dartmouth Social Systems Laboratory. "We make eye contact when we are already in sync, and, if anything, eye contact seems to then help break that synchrony. Eye contact may usefully disrupt synchrony momentarily in order to allow for a new thought or idea."

via Dartmouth College: Sophie Wohltjen et al, Eye contact marks the rise and fall of shared attention in conversation, PNAS (2021). doi.org/10.1073/pnas.2106645118


Voice copying algorithms found able to dupe voice recognition devices
Oct 2021, phys.org

Copybots

Training data: 90 five-minute voice snippets of people talking

via University of Chicago: Emily Wenger et al, "Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World. arXiv:2109.09598v1 [cs.CR], arxiv.org/abs/2109.09598


Heart rate synchronization and palm sweat found to be signs of attraction
Nov 2021, phys.org

They set up the "dating cabins" at public events such as concerts and invited young single people to participate in their study.

When two people are attracted to one another, their heart rates tend to synchronize and their palms sweat together.

The scores of attractiveness the volunteers gave each other after a first quick peek did not hold up. Nor did their behavioral clues

via Leiden University and University of Birmingham: E. Prochazkova et al, Physiological synchrony is associated with attraction in a blind date setting, Nature Human Behaviour (2021). DOI: 10.1038/s41562-021-01197-3

Hanako - aka the Uncanny Horror

Post Script:
This one can't make the rounds enough. So here you have it again. You're looking at a screenshot of a humanoid robot designed for dental students. It recoils, it gags, and it squeals in fear and discomfort. If you find the video, you will be horrified beyond repair. That's why I only give you the picture. 

Where Did That Horrifying Malfunctioning Dental School Robot Come From?
Vice, By Samantha Cole, Oct 2020

Wednesday, July 21, 2021

Just Lévy Things

Lévy patterns are one of the craziest things there is; proof that free will is an illusion, and one of those typically invisible patterns that can be used to predict our behavior (and to mimic our behavior, for those of us making artificial humans).

It happens all over the place, from the way animals forage, to the way our eyes move across a computer screen. It's one of those universal laws that happens in biology and in physics too (called Brownian walk, or Brownian motion). But you might remember it more easily by calling it simply "foraging behavior", a mixture of small random movements with less frequent larger movements.

It's no secret that we do this; our eyes get mapped when we look at websites to figure out how to make us click-buy uncontrollably. Hidden cameras in retail shops do the same thing. Pedestrian traffic, vehicle traffic, pandemics even, you name it. 

What we don't know is the full "why" of Lévy walks. Why use such a chaotic approach; wouldn't a more rational approach get better results? Researchers at RIKEN made a simulation that found Lévy patterns popping up spontaneously at critical moments such as the edge between Exploitation vs Exploration -- for example when an animal has to decide whether to exploit areas that are already known to be beneficial, versus exploring for new areas.

You know exploit/explore, it's how you decide where to eat dinner -- on those nights when Old Trusty just isn't cutting it, then it's time to explore. But at the same time, you can't "explore" every night, or going out to eat would be exhausting, and less rewarding in general. So the next time you're at that critical juncture, just let the chaos take over. Or, soon enough, let the Lévy algorithm do it for you.
 
Chaotic Lévy walks are a good strategy for animals
Sep 2020, phys.org

via the RIKEN Center: Masato S. Abe. Functional advantages of Lévy walks emerging near a critical point, Proceedings of the National Academy of Sciences (2020). DOI: 10.1073/pnas.2001548117

See Also:
Pedestrians at crosswalks found to follow the Lévy walk process
Apr 2019, phys.org

Musical melodies obey same laws as foraging animals
Jan 2016, phys.org

Post Script:
When you see RIKEN Center being involved, you know you're in for some cool stuff. 

Monday, July 19, 2021

To Synchronize is Human

aka Sync or Swarm
aka Sync and Share

To synchronize is only human. No need to resist. The meatnet is our future.

Robot swarms follow instructions to create art
Oct 2020, phys.org

One of those things that I should be really excited about but I'm not because I thought we were doing this like ten years ago: "This system could allow artists to control the robot swarm as it creates the artwork in real time". Now if we got swarms of artists to control swarms of robots in real time?

Image credit: I had to take this picture of synchronized fireflies from the New York Times, because this article just came out. 

How you and your friends can play a video game together using only your minds
July 2019, University of Washington News

A University of Washington team is doing telepathic collective problem-solving. It's called BrainNet. Three people play a Tetris by talking to each other with their brain waves and wireless signal. I don't know why this doesn't freak me out as much as the networked monkey brains

Playing Tetris by committee
May 2019, BBC

Similar to the above article, this one from UC Davis -- The Octopad it's called. It's a single button controller where each player can only do one movement in the game, forcing consensus between players.

Shared control allows a robot to use two hands working together to complete tasks
May 2019, phys.org

Bimanual robot manipulation by sharing control with a human being. "A more fully capable augmented assistant".

Spontaneous robot dances highlight a new kind of order in active matter
Jan 2021, phys.org

This article has it all: microrobotic swarms, active matter, metamaterials and smarticles. The scientists propose a new principle where active matter systems spontaneously order. Something about "low rattling" states.

Fish-inspired robots coordinate movements without any outside control
Jan 2021, phys.org

From the lab that brought you the 1,000-robot Kilobot swarm and the termite-inspired robotic construction crew.

Researchers develop a mathematical model to explain the complex architecture of termite mounds
Jan 2021, phys.org

"Here is an example where we see that the usual division between the study of nonliving matter and living matter breaks down," said Mahadevan. "The insects create a micro-environment, a niche, in response to pheromone concentrations. This change in the physical environment changes the flow of pheromones, which then changes the termite behaviors, linking physics and biology through a dynamic architecture that modulates and is modulated by behavior."

Valve’s Gabe Newell imagines “editing” personalities with future headsets
Jan 2021, Ars Technica

"Russian forest". Video game makers are thinking about virtual reality. But they're also thinking about controlling your brain with a computer, or vice versa. 

Scientists create new class of “Turing patterns” in colonies of E. coli
Feb 2021, Ars Technica

Some sci fi shit right here. It might not seem like a synchronization thing at first, but it will be. Keep an eye out for the activator-inhibitor morphogens that make leopard spots and tiger stripes, because they will also me making decisions for you in the future. 

Scientists prove Turing patterns manifest at nanoscale
Jul 2021, phys.org

It's algorithms all the way down -- these patterns are found in the positions of individual atoms. But what's more: "The finding of the mysterious Bi stripes was serendipitous".

Implanted wireless device triggers mice to form instant bond
May 2021, phys.org

GTFO. First of all, "remote-control social interactions among pairs or groups of mice". Actually, that's all. 
For the first time ever, Northwestern engineers and neurobiologists have wirelessly programmed—and then deprogrammed—mice to socially interact with one another in real time. The advancement is thanks to a first-of-its-kind ultraminiature, wireless, battery-free and fully implantable device that uses light to activate neurons.

via Northwestern University: Wireless multilateral devices for optogenetic studies of individual and social behaviors, Nature Neuroscience (2021). DOI: 10.1038/s41593-021-00849-x
Post Script:
Women's menstrual cycles temporarily synchronize with moon cycles
Jan 2021, phys.org

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