hakwan lau

hakwan lau

@hakwan.bsky.social

neuroscientist in Korea (co-director of IBS-CNIR) working on BCI (hemodynamics-based), metacognition (including implicit forms, especially in perception), blindsight, aphantasia, & AI introspection https://tinyurl.com/hakwan

8.4K followers4.3K following1.1K posts

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Looking to the brain to improve energy efficiency of AI when we started 3 years ago, i thought if we didn't pull it off in a couple of months, the topic would be soon out of fashion of coz, long distance collab -> we stalled ... but strangely, it isn't totally irrelevant yet. what does this mean?

megan peters 🧠@meganakpeters.bsky.social

I am *thrilled* to share this review in @currentbiology.bsky.social out today, by yours truly, @myoo.bsky.social, @michalk.bsky.social, Taro Toyoizumi, @tyrellturing.bsky.social, @taylorwwebb.bsky.social, & @hakwan.bsky.social www.sciencedirect.com/science/arti... 🧵👇

hakwan lau reposted

Your monthly reminder that if you're using ChatGPT to do your science, you're failing your colleagues, community, and all of us. Here, ChatGPT makes up data and presents it as the real thing — then apologizes when confronted.

how about we impose a ban on people talking about consciousness, unless they have a Nobel prize? we will still have enough contrasting viewpoints (Penrose, Hinton, etc). the other people are just not famous enough for their arguments to look valid, are they?

The first rule of avoiding consciousness BS is: you do not talk about consciousness. (BS = Bogus Science) unfortunately i'm not very good at this.

hakwan lau reposted

Good to see that our opinion piece on grand theories of consciousness is out. #consciousness #neuroskyence #philsci #philsky🧠 #neuroscience #brain 🧪

hakwan lau reposted

I had a feeling recently that seems to be corroborated by chats with colleagues, so I decided to share it here. A lot of systems neuroscientists driven by algorithmic-level questions are going through what looks and feels like a research depression. 🧵 (1/n) 🧠📈 #NeuroAI

do AIs have souls? i find that to be a 'better' question than asking if they are conscious. likewise, do insects have souls? how about an oyster? how about bacteria?

hakwan lau reposted

I also want to share an update from our topographic ANN work led by Haider Al Tahan (not on bsky!). What does adding topography actually do to a model’s internal representations? Does it make is more brain like? Let me tell you about TopoAudio! #neuroskyence #neuroscience #brain #neuroai

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What is this ‘attention economy’? Is there really a market where people buy and sell human attention? If so, what’s wrong with that? New paper by Katharine Browne and me that argues: yes, there is an attention market and yes, there is something wrong with it. 🧵 link.springer.com/article/10.1...

link.springer.comThe attention market—and what is wrong with it - Philosophical StudiesAttention is described as a “scarce commodity” that is traded in “a marketplace.” This, it is further claimed, contributes to a “widespread sense of attentional crisis.” But is there really an attenti...

hakwan lau reposted

Mix. selectivity is everywhere in cortex: from vis. to PFC This paper relates to Cover's theorem but the typical explainer kind of sucks I'll try to explain how the theory relates to the paper, and the importance of "weird" neurons A🧵with my toy model and notes: #neuroskyence #compneuro #NeuroAI

hakwan lau reposted

In this episode of #TheoreticalNeurosciencePodcast, Mihai Petrovici talks with @gauteeinevoll.bsky.social about neuromorphic computing and how it can speed up and reduce energy consumption in artificial intelligence and brain simulations. #neuroskyence www.thetransmitter.org/theoretical-...

thetransmitter.orgHow neuromorphic computing could improve AIMihai Petrovici explains what neuromorphic computing is and how it can speed up and reduce energy consumption in AI and brain simulations.

about a decade ago i attended a talk by a (very famous) chip guy & he said that we needed to make neuromorphic chips in order to facilitate energy-efficient AI. he said given the interdisciplinary audience, he'd particularly like some tough & stimulating questions i didn't have one, but ...

hakwan lau@hakwan.bsky.social

Looking to the brain to improve energy efficiency of AI when we started 3 years ago, i thought if we didn't pull it off in a couple of months, the topic would be soon out of fashion of coz, long distance collab -> we stalled ... but strangely, it isn't totally irrelevant yet. what does this mean?

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... than a technological one -- although a technological solution would certainly be niced. then he sounded really pissed off & said something like these arguments only work if you work in a "very small field" i left nonplussed but i come to think his talk was actually pretty good ...

... i probably shouldn't have taken his invitation to questions so literally. sometimes people don't really like to be challenged, and that's understandable, in a way.

about a decade ago i attended a talk by a (very famous) chip guy & he said that we needed to make neuromorphic chips in order to facilitate energy-efficient AI. he said given the interdisciplinary audience, he'd particularly like some tough & stimulating questions i didn't have one, but ...

hakwan lau@hakwan.bsky.social

Looking to the brain to improve energy efficiency of AI when we started 3 years ago, i thought if we didn't pull it off in a couple of months, the topic would be soon out of fashion of coz, long distance collab -> we stalled ... but strangely, it isn't totally irrelevant yet. what does this mean?

... i pointed out that his example of the brain using a lot of energy, especially amount smart ppl like chess players, didn't sound quite right. the brain more energy than its mass would suggest (so does the liver) but its true even when we sleep / doom scroll. he wasn't happy about that & said ...

... that there are reports of chess players losing weight over tournaments. i said it was probably stress rather than having to use energy to compute moves. i also mentioned that bitcoin also uses a ton of energy & ppl don't seem to care. it may be more of an economic/cultural problem rather ...

we started out just wanting to point out that, despite its popularity, comparing hits vs misses in detection tasks is actually not a very good way to study subjective experience / consciousness. but we ended up expanding it to make it relevant for clinical stuff too led by @tomnakamura.bsky.social

hakwan lau@hakwan.bsky.social

onlinelibrary.wiley.com/doi/10.1111/... Disturbances of conscious experience are central features of many psychiatric and mental health disorders. Experimental studies of conscious perception are therefore increasingly cited ....

... flashbacks, and other disorders of experience. We outline alternative experimental strategies, inspired in part by blindsight and related dissociation paradigms, that more cleanly separate conscious perception from decision criteria and perceptual capacity ...

... and may therefore provide a more reliable foundation for linking neural data to subjective experience in psychiatry and clinical neuroscience. //

... as well as on fluctuations in perceptual processing capacity and prestimulus cognitive states. We explain why proposed refinements, such as the Perceptual Awareness Scale, binocular rivalry, and no-report paradigms, do not fully resolve these problems ...

... , and why many putative “neural correlates of consciousness” may instead index more general cognitive/perceptual capacities. These confounds have important implications for how basic consciousness research is interpreted in relation to hallucinations...

... however, these markers may not genuinely reflect consciousness per se unless the underlying experimental paradigms are sufficiently stringent. We focus on one of the most widely used paradigms in basic and clinical research on consciousness ...

... contrasting successful and unsuccessful detection of near-threshold sensory stimuli (“Hit & Miss” paradigms). Reporting stimulus presence depends not only on subjective experience but also on decision criteria that can vary independently of any genuine conscious threshold ...

... in clinical and translational work under the assumption that they identify neural mechanisms specific to subjective experience. Over the past decades, recording and analysis techniques have advanced substantially and many candidate neural markers of consciousness have been proposed...

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UCSD Cognitive Science Department is hiring an Assistant Professor incorporating novel computational approaches in the study of biological and/or artificial intelligence. I have had the privilege of working in this department for 10 years and the intellectual environment really is unique. 1/3

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The Wild Theory That Alzheimer’s Is a Plumbing Issue: We should be skeptical of a new surgery treating Alzheimer’s dementia as if the brain’s sewage system is backed up. www.mcgill.ca/oss/article/... #Alzheimers #dementia #science #neuroscience #NeuroSkyence

mcgill.caThe Wild Theory That Alzheimer’s Is a Plumbing IssueThe man who developed a surgery to treat Alzheimer’s disease has been detained by Chinese authorities for a year and we don’t know why. According to reporting done by Elie Dolgin for Nature, there are...

pubmed.ncbi.nlm.nih.gov/36863319/ from 2023. so reasonable & measured. & yet, hasn't made so much impact; i only saw this just now i guess that's ever the dilemma in pushing back against overselling/misinformation: do we fight fire w/ fire, or do we compose polite footnotes like gentlemen should?

pubmed.ncbi.nlm.nih.govA response to claims of emergent intelligence and sentience in a dish - PubMedA response to claims of emergent intelligence and sentience in a dish