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Amy Bishop, Neuroscientist Turned Killer

Across at Wired, Amy Wallace has a long but riveting article about Amy Bishop, the neuroscience professor who shot her colleagues at the University of Alabama last year, killing three.

It's a fascinating article because of the picture it paints of a killer and it's well worth the time to read. Yet it doesn't really answer the question posed in the title: "What Made This University Scientist Snap?"

Wallace notes the theory that Bishop snapped because she was denied tenure at the University, a serious blow to anyone's career and especially to someone who, apparantly, believed she was destined for great things. However, she points out that the timing doesn't fit: Bishop was denied tenure several months before the shooting. And she shot at some of the faculty who voted in her favor, ruling out a simple "revenge" motive.

But even if Bishop had snapped the day after she found out about the tenure decision, what would that explain? Thousands of people are denied tenure every year. This has been going on for decades. No-one except Bishop has ever decided to pick up a gun in response.

Bishop had always displayed a streak of senseless violence; in 1986, she killed her 18 year old brother with a shotgun in her own kitchen. She was 21. The death was ruled an accident, but probably wasn't. It's not clear what it was, though: Bishop had no clear motive.

Amy had said something that upset her father. That morning they’d squabbled, and at about 11:30 am, Sam, a film professor at Northeastern University, left the family’s Victorian home to go shopping... Amy, 21, was in her bedroom upstairs. She was worried about “robbers,” she would later tell the police. So she loaded her father’s 12-gauge pump-action shotgun and accidentally discharged a round in her room. The blast struck a lamp and a mirror and blew a hole in the wall...

The gun, a Mossberg model 500A, holds multiple rounds and must be pumped after each discharge to chamber another shell. Bishop had loaded the gun with number-four lead shot. After firing the round into the wall, she could have put the weapon aside. Instead, she took it downstairs and walked into the kitchen. At some point, she pumped the gun, chambering another round.

...[her mother] told police she was at the sink and Seth was by the stove when Amy appeared. “I have a shell in the gun, and I don’t know how to unload it,” Judy told police her daughter said. Judy continued, “I told Amy not to point the gun at anybody. Amy turned toward her brother and the gun fired, hitting him.”

Years later Bishop, possibly with the help of her husband, sent a letter-bomb to a researcher who'd sacked her, Paul Rosenberg. Rosenberg avoided setting off the suspicious package and police disarmed it; Bishop was questioned, but never charged.

Wallace argues that Bishop's "eccentricity", or instability, was fairly evident to those who knew her but that in the environment of science, it went unquestioned because science is full of eccentrics.

I'm not sure this holds up. It's certainly true that science has more than its fair share of oddballs. The "mad scientist" trope is a stereotype but it has its basis in fact and it has done at least since Newton; many say that you can't be a great scientist and be entirely 'normal'.

But the problem with this, as a theory for why Bishop wasn't spotted sooner, is that she was spotted sooner, as unhinged, albeit not as a potential killer,by a number of people. Rosenberg sacked her, in 1993, on the grounds that her work was inadaquate and said that "Bishop just didn’t seem stable". And in 2009, the reason Bishop was denied tenure in Alabama was partially that one of her assessors referred to her as "crazy", more than once; she filed a complaint on that basis.

Bishop also published a bizarre paper in 2009 written by herself, her husband, and her three children, of "Cherokee Lab Systems", a company which was apparantly nothing more than a fancy name for their house. There may be a lot of eccentrics in science, but that's really weird.

So I think that all of these attempts at an explanation fall short. Amy Bishop is a black swan; she is the first American professor to do what she did. Hundreds of thousands of scientists have been through the same academic system and only one ended up shooting their colleagues. If there is an explanation, it lies within Bishop herself.

Whether she was suffering from a diagnosable mental illness is unclear. Her lawyer has said so, but he would; it's her only defence. Maybe we'll learn more at the trial.#

H/T: David Dobbs for linking to this.

How To Fool A Lie Detector Brain Scan

Can fMRI scans be used to detect deception?

It would be nice, although a little scary, if they could. And there have been several reports of succesful trials under laboratory conditions. However, a new paper in Neuroimage reveals an easy way of tricking the technology: Lying In The Scanner.

The authors used a variant of the "guilty knowledge test" which was originally developed for use with EEG. Essentially, you show the subject a series of pictures or other stimui, one of which is somehow special; maybe it's a picture of the murder weapon or something else which a guilty person would recognise, but the innocent would not.

You then try to work out whether the subject's brain responds differently to the special target stimulus as opposed to all the other irrelevant ones. In this study, the stimuli were dates, and for the "guilty" volunteers, the "murder weapon" was their own birthday, a date which obviously has a lot of significance for them. For the "innocent" people, all the dates were random.

What happened? The scans were extremely good at telling the "guilty" from the "innocent" people - it managed a 100% accuracy with no false positive or false negatives. The image above shows the activation associated with the target stimulus (birthdays) over and above the control stimuli. In two seperate groups of volunteers, the blobs were extremely similar. So the technique does work in principle, which is nice.

But the countermeasures fooled it entirely, reducing accuracy to well below random chance. And the countermeasures were very simple: before the scan, subjects were taught to associate an action, a tiny movement of one of their fingers or toes, with some of the "irrelevant" dates. This, of course, made these dates personally relevant, just like the really relevant stimuli, so there was no difference between them, making the "guilty" appear "innocent".

Maybe it'll be possible in the future to tell the difference between brain responses to really significant stimuli as opposed to artifical ones, or at least, to work out whether or not someone is using this trick. Presumably, if there's a neural signiture for guilty knowledge, there's also one for trying to game the system. But as it stands, this is yet more evidence that lie detection using fMRI is by no means ready for use in the real world just yet...

ResearchBlogging.orgGanis G, Rosenfeld JP, Meixner J, Kievit RA, & Schendan HE (2010). Lying in the scanner: Covert countermeasures disrupt deception detection by functional magnetic resonance imaging. NeuroImage PMID: 21111834

Genes To Brains To Minds To... Murder?

A group of Italian psychiatrists claim to explain How Neuroscience and Behavioral Genetics Improve Psychiatric Assessment: Report on a Violent Murder Case.

The paper presents the horrific case of a 24 year old woman from Switzerland who smothered her newborn son to death immediately after giving birth in her boyfriend's apartment. After her arrest, she claimed to have no memory of the event. She had a history of multiple drug abuse, including heroin, from the age of 13.


Forensic psychiatrists were asked to assess her case and try to answer the question of whether "there was substantial evidence that the defendant had an irresistible impulse to commit the crime." The paper doesn't discuss the outcome of the trial, but the authors say that in their opinion she exhibits a pattern of "pathologically impulsivity, antisocial tendencies, lack of planning...causally linked to the crime, thus providing the basis for an insanity defense."

But that's not all. In the paper, the authors bring neuroscience and genetics into the case in an attempt to provide
a more “objective description” of the defendant’s mental disease by providing evidence that the disease has “hard” biological bases. This is particularly important given that psychiatric symptoms may be easily faked as they are mostly based on the defendant’s verbal report.
So they scanned her brain, and did DNA tests for 5 genes which have been previously linked to mental illness, impulsivity, or violent behaviour. What happened? Apparently her brain has "reduced gray matter volume in the left prefrontal cortex" - but that was compared to just 6 healthy control women. You really can't do this kind of analysis on a single subject, anyway.

As for her genes, well, she had genes. On the famous and much-debated 5HTTLPR polymorphism, for example, her genotype was long/short; while it's true that short is generally considered the "bad" genotype, something like 40% of white people, and an even higher proportion of East Asians, carry it. The situation was similar for the other four genes (STin2 (SCL6A4), rs4680 (COMT), MAOA-uVNTR, DRD4-2/11, for gene geeks).

I've previously posted about cases in which a well-defined disorder of the brain led to criminal behaviour. There was the man who became obsessed with child pornography following surgical removal of a tumour in his right temporal lobe. There are the people who show "sociopathic" behaviour following fronto-temporal degeneration.

However this woman's brain was basically "normal" at least as far as a basic MRI scan could determine. All the pieces were there. Her genotypes was also normal in that lots of normal people carry the same genes; it's not (as far as we know) that she has a rare genetic mutation like Brunner syndrome in which an important gene is entirely missing. So I don't think neurobiology has much to add to this sad story.

*

We're willing to excuse perpetrators when there's a straightforward "biological cause" for their criminal behaviour: it's not their fault, they're ill. In all other cases, we assign blame: biology is a valid excuse, but nothing else is.

There seems to be a basic difference between the way in which we think about "biological" as opposed to "environmental" causes of behaviour. This is related, I think, to the Seductive Allure of Neuroscience Explanations and our fascination with brain scans that "prove that something is in the brain". But when you start to think about it, it becomes less and less clear that this distinction works.

A person's family, social and economic background is the strongest known predictor of criminality. Guys from stable, affluent families rarely mug people; some men from poor, single-parent backgrounds do. But muggers don't choose to be born into that life any more than the child-porn addict chose to have brain cancer.

Indeed, the mugger's situation is a more direct cause of his behaviour than a brain tumour. It's not hard to see how a mugger becomes, specifically, a mugger: because they've grown up with role-models who do that; because their friends do it or at least condone it; because it's the easiest way for them to make money.

But it's less obvious how brain damage by itself could cause someone to seek child porn. There's no child porn nucleus in the brain. Presumably, what it does is to remove the person's capacity for self-control, so they can't stop themselves from doing it.

This fits with the fact that people who show criminal behaviour after brain lesions often start to eat and have (non-criminal) sex uncontrollably as well. But that raises the question of why they want to do it in the first place. Were they, in some sense, a pedophile all along? If so, can we blame them for that?

ResearchBlogging.orgRigoni D, Pellegrini S, Mariotti V, Cozza A, Mechelli A, Ferrara SD, Pietrini P, & Sartori G (2010). How neuroscience and behavioral genetics improve psychiatric assessment: report on a violent murder case. Frontiers in behavioral neuroscience, 4 PMID: 21031162

Lies, Libel and Love Detection

Via Mind Hacks, we learn about the case of Francisco Lacerda, a University of Stockholm academic who's been threatened with legal action by the sinister-sounding Nemesysco company. Nemesysco sell software which, they claim, can detect deception and emotions by analyzing the sound of people's voices - lie detection, in other words. (In fact it turns out that it can also be used to detect love, or at least, so they say - see below...)

The legal dispute surrounds a 2007 paper authored by Lacerda and Anders Erikkson, entitled Charlatanry in Forensic Speech Science: A Problem to be Taken Seriously. It was originally published in The International Journal of Speech, Language and the Law, but was taken down from the journal's website following Nemesysco's threats. However, the full text is still available on scribd.

To be fair to Nemesysco, you can see why they took offence. The paper is unusually lively for an academic article. Here are some of the best bits

Contrary to the claims of sophistication...the LVA [Nemesysco's "Layered Voice Analysis" system] is a very simple program written in Visual Basic. The entire program code, published in the patent documents, comprises no more than 500 lines of code... there is really nothing in the program that requires any mathematical insights beyond very basic secondary school mathematics... we initially intended to use the code published in the patent documents to make a running copy of the program, but the code is rather messy and not particularly well structured and we decided it would not be worth the time and effort to clean up the code in order to convert it into a running program.
In fact, in parts the thing reads more like a blog post or an op-ed than a scientific paper - no bad thing, of course. Even Lacerda admits that "The article had a journalistic tone and was rather provocatively written. We wanted to prove that the technology behind the lie detector is a scam." It's also not entirely clear why Nemesysco, who claim no specific scientific credentials, are a fit subject for an academic journal. (Other voice analysis companies who mis-read scientific papers in support of their claims seem a more obvious target.)

Still,
Erikkson and Lacerda make an excellent case against Nemesysco. They point out that, according to the patent documents, Nemesysco's "LVA" system does nothing more than apply a simplistic analysis to the amplitude waveform of the speech, involving counting the number of "thorns" (sharp peaks or throughs) and "plateaus" (flat bits):

As they point out, the number of these things will depend upon, amongst other factors, the quality of the audio recording and digitizating process: a better sound recording with a higher sampling rate (more "dots" on the graph above) will inevitably have more thorns and plateaus
The number of thorns and plateaus...depends crucially on the sampling rate, amplitude resolution, and the threshold values defined in the program
Even setting aside these issues, the fundamental point is that there is absolutely no reason to think that the number of thorns and plateaus in the speech waveform has any relation to whether someone is lying, under emotional stress, or whatever. This makes the LVA system even less plausible than the older "Voice Stress Analysis" (VSA) method of vocal lie detection, which Erikkson and Lacerda also discuss. There is at least some theoretical basis in physiology for that system, although a very very shaky one. LVA doesn't even have that - or at least none has been provided - so when Nemesysco claim that

The SENSE technology can detect the following emotional and cognitive states:

Excitement Level: Each of us becomes excited (or depressed) from time to time. SENSE compares the presence of the Micro-High-frequencies of each sample to the basic profile to measure the excitement level in each vocal segment.

Confusion Level: Is your subject sure about what he or she is saying? SENSE technology measures and compares the tiny delays in your subject's voice to assess how certain he or she is.

Stress Level: Stress is physiologically defined as the body's reaction to a threat, either by fighting the threat, or by fleeing. However, during a spoken conversation neither option may be available. The conflict caused by this dissonance affects the micro-low-frequencies in the voice during speech.

Thinking Level: How much is your subject trying to find answers? Might he or she be "inventing" stories?

S.O.S: (Say Or Stop) - Is your subject hesitating to tell you something?

Concentration Level: Extreme concentration might indicate deception.

Anticipation Level: Is your subject anticipating your responses according to what he or she is telling you?

Embarrassment Level: Is your subject feeling comfortable, or does he feel some level of embarrassment regarding what he or she is saying?

Arousal Level: What triggers arousal in the subject? Is he or she interested in you? Aroused by certain visuals? This new detection can be used both for personal use for issues of romance, or professionally for therapy relating to sex-offenders.

Deep Emotions: What long-standing emotions does your subject experience? Is he or she "excited" or "uncertain" in general?

SENSE's "Deep" Technology: Is your subject thinking about a single topic when speaking, or are there several layers (i.e., background issues, something that may be bothering him or her, planning, etc.) SENSE technology can detect brain activity operating at a pre-conscious level.

and yet nowhere on their website is there any hint of evidence for any of this, skepticism is justified. Amongst many other things, it's unlikely that even if we each have a vocal pattern associated with, say, arousal, (not implausible), the same pattern would be present in the voice of men, women, people of different ages, and so forth. People just aren't that alike, as any psychologist or neuroscientist knows. Even direct measures of brain activity during very simple cognitive tasks vary greatly between individuals. The chance that any kind of analysis of the voice could reveal such complex information about an individual without their compliance is remote.

Almost certainly, Nemesysco's analysis provides no useful information about the speaker as such, but as Erikkson and Lacerda suggest, it probably "works" through two psychological mechanisms. Firstly, the fact that if someone believes that their voice is being analyzed, they may tend to be more truthful because they think that lies will be detected. Secondly, the fact that the voice analysis user is able to interpret the output - e.g. "speaker stressed, concentrating hard" - in terms of what they already know about the speaker. Anyone might be stressed and concentrating hard during almost any conversation, so it always "fits".

Still, if you don't believe me, and you want to try out LVA for yourself, you can - and you don't have to be a cop or a spy. Nemesysco are now marketing their technology directly to consumers in the form of the Love Detector. The Love Detector is available as a Skype plug-in for just $29, and it allows you to know whether the object of your affections feels the same way about you, all from the sound of their voice.
Love Detector was originally designed with young singles in mind, or anyone searching for "the ONE". If you are currently looking for love, starting to date someone, or just have that unmistakable feeling, and you want to make sure it's mutual, Love Detector is the tool for you. If you are in a long-term relationship or even married, this version of Love Detector offers a "Relationship Selector" option designed to meet your needs as well.
There is even, apparantly, a free online version. If the mood strikes, maybe I'll try it out. Watch this space. And lock up your daughters (or at least unplug their microphones...)

[BPSDB]

ResearchBlogging.orgAnders Eriksson, Francisco Lacerda (2008). Charlatanry in forensic speech science: A problem to be taken seriously International Journal of Speech Language and the Law, 14 (2) DOI: 10.1558/ijsll.2007.14.2.169

 
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