Javeria Hashmi
@netphys.bsky.social
Neuroscientist: pain perception, human neuroimaging, networks and graphs, cautious Neuro AI, clinical translation
Pinned
Javeria Hashmi
@netphys.bsky.social
· Nov 4
Sunavsky et al. find that chronic low back pain is associated with hyperconnectivity between the nucleus accumbens and prefrontal cortex regions, a pattern that predicts pain intensity and was partly reproduced between different study cohorts #PAIN bit.ly/4neD5zr
Can machine learning really beat classic stats at classifying chronic pain?
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Reposted by Javeria Hashmi
𝗖𝗮𝗻 𝘄𝗲 𝘀𝘁𝘂𝗱𝘆 𝗯𝗿𝗮𝗶𝗻 𝗱𝘆𝗻𝗮𝗺𝗶𝗰𝘀 𝘄𝗶𝘁𝗵 𝗳𝗠𝗥𝗜?
We employed Switching Linear Dynamical Systems to investigate the dynamics of resting-state networks
They are dynamic, not static!
Work with Xiaoyu Zhao with lots of new methods.
Thread.
#neuroskyence
www.biorxiv.org/content/10.6...
We employed Switching Linear Dynamical Systems to investigate the dynamics of resting-state networks
They are dynamic, not static!
Work with Xiaoyu Zhao with lots of new methods.
Thread.
#neuroskyence
www.biorxiv.org/content/10.6...
December 17, 2025 at 5:01 PM
𝗖𝗮𝗻 𝘄𝗲 𝘀𝘁𝘂𝗱𝘆 𝗯𝗿𝗮𝗶𝗻 𝗱𝘆𝗻𝗮𝗺𝗶𝗰𝘀 𝘄𝗶𝘁𝗵 𝗳𝗠𝗥𝗜?
We employed Switching Linear Dynamical Systems to investigate the dynamics of resting-state networks
They are dynamic, not static!
Work with Xiaoyu Zhao with lots of new methods.
Thread.
#neuroskyence
www.biorxiv.org/content/10.6...
We employed Switching Linear Dynamical Systems to investigate the dynamics of resting-state networks
They are dynamic, not static!
Work with Xiaoyu Zhao with lots of new methods.
Thread.
#neuroskyence
www.biorxiv.org/content/10.6...
Reposted by Javeria Hashmi
human, macaque, marmoset!
Cross-species consensus atlas of the primate basal ganglia https://www.biorxiv.org/content/10.64898/2025.12.15.694496v1
December 16, 2025 at 2:28 PM
human, macaque, marmoset!
“The fact that we can make disastrous decisions even as we foresee their consequences is the great, unsolved mystery of human behavior.”
—Slavoj Zizek
Photo: Andy Miah | #SlavojZizek #literature #quotes #fblifestyle #philosophy
—Slavoj Zizek
Photo: Andy Miah | #SlavojZizek #literature #quotes #fblifestyle #philosophy
December 16, 2025 at 2:46 PM
“The fact that we can make disastrous decisions even as we foresee their consequences is the great, unsolved mystery of human behavior.”
—Slavoj Zizek
Photo: Andy Miah | #SlavojZizek #literature #quotes #fblifestyle #philosophy
—Slavoj Zizek
Photo: Andy Miah | #SlavojZizek #literature #quotes #fblifestyle #philosophy
Reposted by Javeria Hashmi
**How distributed is the brain-wide network that is recruited
for cognition?**
That goes to the top of the list!
#neuroskyence
doi.org/10.1038/s415...
for cognition?**
That goes to the top of the list!
#neuroskyence
doi.org/10.1038/s415...
December 5, 2025 at 6:51 PM
**How distributed is the brain-wide network that is recruited
for cognition?**
That goes to the top of the list!
#neuroskyence
doi.org/10.1038/s415...
for cognition?**
That goes to the top of the list!
#neuroskyence
doi.org/10.1038/s415...
Good stuff. thanks @pessoabrain.bsky.social
𝗕𝗲𝘆𝗼𝗻𝗱 𝗻𝗲𝘁𝘄𝗼𝗿𝗸𝘀: 𝗧𝗼𝘄𝗮𝗿𝗱 𝗮𝗱𝗮𝗽𝘁𝗶𝘃𝗲 𝗺𝗼𝗱𝗲𝗹𝘀 𝗼𝗳 𝗯𝗶𝗼𝗹𝗼𝗴𝗶𝗰𝗮𝗹 𝗰𝗼𝗺𝗽𝗹𝗲𝘅𝗶𝘁𝘆
Discusses how more standard network models miss key points of brain complexity. And some more radical points at the end.
Wrote paper having in mind younger researchers more open to new ideas :-)
#neuroskyence
doi.org/10.1016/j.pl...
Discusses how more standard network models miss key points of brain complexity. And some more radical points at the end.
Wrote paper having in mind younger researchers more open to new ideas :-)
#neuroskyence
doi.org/10.1016/j.pl...
December 9, 2025 at 7:38 PM
Good stuff. thanks @pessoabrain.bsky.social
Reposted by Javeria Hashmi
New paper in Imaging Neuroscience by Hecheng Jin, Ting Xu, et al:
Is Pearson’s correlation coefficient enough for functional connectivity in fMRI?
doi.org/10.1162/IMAG...
Is Pearson’s correlation coefficient enough for functional connectivity in fMRI?
doi.org/10.1162/IMAG...
December 8, 2025 at 11:20 PM
New paper in Imaging Neuroscience by Hecheng Jin, Ting Xu, et al:
Is Pearson’s correlation coefficient enough for functional connectivity in fMRI?
doi.org/10.1162/IMAG...
Is Pearson’s correlation coefficient enough for functional connectivity in fMRI?
doi.org/10.1162/IMAG...
“Vanity of vanities… all is vanity. You kill yourself to get to the grave. Especially you kill yourself to get to the grave before you die; and the name of the grave is ‘success’, the name of that grave is hullabullo boom boom horseshit.”
—Jack Kerouac
—Jack Kerouac
December 7, 2025 at 4:09 PM
“Vanity of vanities… all is vanity. You kill yourself to get to the grave. Especially you kill yourself to get to the grave before you die; and the name of the grave is ‘success’, the name of that grave is hullabullo boom boom horseshit.”
—Jack Kerouac
—Jack Kerouac
Reposted by Javeria Hashmi
Zohran flip your hair again we need healthcare get him to give us healthcare.
November 21, 2025 at 9:26 PM
Zohran flip your hair again we need healthcare get him to give us healthcare.
“There’s a popular view that connectivity, in the Facebook sense, is a good thing. In my world, it’s really bad. Dense connectivity is the killer. It is death.” — Karl Friston. hbarjournal.substack.com/p/karl-frist...
Karl Friston — Functioning Brains and Psychotic Societies
On the Free Energy Principle, societal boundaries, cancer, and the beauty of sparsity.
hbarjournal.substack.com
November 21, 2025 at 6:13 PM
“There’s a popular view that connectivity, in the Facebook sense, is a good thing. In my world, it’s really bad. Dense connectivity is the killer. It is death.” — Karl Friston. hbarjournal.substack.com/p/karl-frist...
Reposted by Javeria Hashmi
Very cool new work from the Iglesias group at MGH: A probabilistic histological atlas of the human brain for MRI segmentation (also available at OpenNeuro - openneuro.org/datasets/ds0...) : www.nature.com/articles/s41...
A probabilistic histological atlas of the human brain for MRI segmentation - Nature
NextBrain is an open source, probabilistic atlas of the entire human brain, assembled using artificial-intelligence-enabled registration and segmentation methods to reconstruct the multimodal serial h...
www.nature.com
November 21, 2025 at 3:32 PM
Very cool new work from the Iglesias group at MGH: A probabilistic histological atlas of the human brain for MRI segmentation (also available at OpenNeuro - openneuro.org/datasets/ds0...) : www.nature.com/articles/s41...
Reposted by Javeria Hashmi
fun old experiment (1968): O. Lippold believed that the alpha rhythm was related to the physiological tremor in eye muscles (also ~10 Hz). so in this experiment, the eyeball was cooled & warmed to shift the muscle tremor frequency. when they measured EEG, the alpha frequency seems to change.
November 21, 2025 at 1:38 PM
fun old experiment (1968): O. Lippold believed that the alpha rhythm was related to the physiological tremor in eye muscles (also ~10 Hz). so in this experiment, the eyeball was cooled & warmed to shift the muscle tremor frequency. when they measured EEG, the alpha frequency seems to change.
Reposted by Javeria Hashmi
Towards a computational phenomenology of meditative deconstruction: modelling ‘letting go’ and the deconstruction of experience with active inference osf.io/preprints/ps...
OSF
osf.io
November 21, 2025 at 11:22 AM
Towards a computational phenomenology of meditative deconstruction: modelling ‘letting go’ and the deconstruction of experience with active inference osf.io/preprints/ps...
Reposted by Javeria Hashmi
Reposted by Javeria Hashmi
My paper is out!
Computational modeling of error patterns during reward-based learning show evidence that habit learning (value free!) supplements working memory in 7 human data sets.
rdcu.be/eQjLN
Computational modeling of error patterns during reward-based learning show evidence that habit learning (value free!) supplements working memory in 7 human data sets.
rdcu.be/eQjLN
A habit and working memory model as an alternative account of human reward-based learning
Nature Human Behaviour - In this study, Collins proposes an alternative dual-process (working memory and habit) model of reinforcement learning in humans.
rdcu.be
November 17, 2025 at 5:18 PM
My paper is out!
Computational modeling of error patterns during reward-based learning show evidence that habit learning (value free!) supplements working memory in 7 human data sets.
rdcu.be/eQjLN
Computational modeling of error patterns during reward-based learning show evidence that habit learning (value free!) supplements working memory in 7 human data sets.
rdcu.be/eQjLN
Reposted by Javeria Hashmi
AI is growing exponentially at a timescale of months while the economy is growing at a timescale of decades. How should we model the economy with rapidly increasing intelligence tech and slowly increasing physical tech? New AI+econ paper.
November 13, 2025 at 4:42 PM
AI is growing exponentially at a timescale of months while the economy is growing at a timescale of decades. How should we model the economy with rapidly increasing intelligence tech and slowly increasing physical tech? New AI+econ paper.
Reposted by Javeria Hashmi
Heart rate variability (HRV) is one of the widely used physiological measures in psychophysiological research. But with over 100 indices to choose from, how do we know which ones to use?
In our latest paper, we take a data-driven approach to help answer this.
doi.org/10.1111/psyp...
1/
In our latest paper, we take a data-driven approach to help answer this.
doi.org/10.1111/psyp...
1/
November 12, 2025 at 8:36 PM
Heart rate variability (HRV) is one of the widely used physiological measures in psychophysiological research. But with over 100 indices to choose from, how do we know which ones to use?
In our latest paper, we take a data-driven approach to help answer this.
doi.org/10.1111/psyp...
1/
In our latest paper, we take a data-driven approach to help answer this.
doi.org/10.1111/psyp...
1/
Reposted by Javeria Hashmi
Enteric neurons join the pain conversation! New paper shows that cholinergic circuits in the colon signals through DRG pathways, especially after inflammation. www.cell.com/neuron/fullt...
An enteric-DRG pathway for interoception and visceral pain in mice
Wang et al. reveal a neuroanatomical and functional crosstalk between cholinergic
enteric neurons and sensory neurons of the dorsal root ganglia that mediates colonic
interoception. While this pathway...
www.cell.com
November 13, 2025 at 3:17 PM
Enteric neurons join the pain conversation! New paper shows that cholinergic circuits in the colon signals through DRG pathways, especially after inflammation. www.cell.com/neuron/fullt...
Reposted by Javeria Hashmi
Reposted by Javeria Hashmi
I woke up this morning thinking:
We. The. People.
That’s mighty nice.
We. The. People.
That’s mighty nice.
November 5, 2025 at 12:38 PM
I woke up this morning thinking:
We. The. People.
That’s mighty nice.
We. The. People.
That’s mighty nice.
Can machine learning really beat classic stats at classifying chronic pain?
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Sunavsky et al. find that chronic low back pain is associated with hyperconnectivity between the nucleus accumbens and prefrontal cortex regions, a pattern that predicts pain intensity and was partly reproduced between different study cohorts #PAIN bit.ly/4neD5zr
November 4, 2025 at 3:25 PM
Can machine learning really beat classic stats at classifying chronic pain?
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Excited to share the first in our series of papers using hypothesis-driven analyses to identify reproducible, verifiable biomarkers of chronic pain. We validated findings across three cohorts (N=197).
#PainResearch
#ML
#AI
Reposted by Javeria Hashmi
Can the motor system use sensory expectations to prepare for unexpected events?
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
December 23, 2024 at 1:00 PM
Can the motor system use sensory expectations to prepare for unexpected events?
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
Excited to share my latest work with @andpru.bsky.social – where we establish that sensory expectations shape neural population dynamics in motor circuits!
🧵 and paper below
1/
Reposted by Javeria Hashmi
"these arrangements are not 'partnerships' or 'collaborations' but contracts that bring profit and publicity to AI firms, while making universities complicit in the continued empowerment of tech oligarchy and expansion of their 'AI Empire' (Tacheva and Ramasubramanian, 2023; Adams, 2024; Hao, 2025)"
New preprint alert! 🚨
“Let Them Eat Large Language Models: Artificial Intelligence and Austerity in the Neoliberal University”
“Let Them Eat Large Language Models: Artificial Intelligence and Austerity in the Neoliberal University”
October 30, 2025 at 7:10 AM
"these arrangements are not 'partnerships' or 'collaborations' but contracts that bring profit and publicity to AI firms, while making universities complicit in the continued empowerment of tech oligarchy and expansion of their 'AI Empire' (Tacheva and Ramasubramanian, 2023; Adams, 2024; Hao, 2025)"
Reposted by Javeria Hashmi
"My candy is more of a comment"
October 31, 2025 at 5:53 PM
"My candy is more of a comment"