Brandon Munn
@bmunn.bsky.social
Firstgen postdoc at USYD | Bit of physics and neuroscience 🔬 | I make very ordinary science papers; please, whatever you do, don't read them 📖
Reposted by Brandon Munn
Ever wondered what different layer-5 PC types do for learning?
Our work suggests that one (IT PCs) does representational learning whereas the other (ET PCs) encodes representational value!
A great exp-theory collaboration with the Larkum and Takahashi's labs!
Our work suggests that one (IT PCs) does representational learning whereas the other (ET PCs) encodes representational value!
A great exp-theory collaboration with the Larkum and Takahashi's labs!
January 13, 2025 at 2:58 PM
Ever wondered what different layer-5 PC types do for learning?
Our work suggests that one (IT PCs) does representational learning whereas the other (ET PCs) encodes representational value!
A great exp-theory collaboration with the Larkum and Takahashi's labs!
Our work suggests that one (IT PCs) does representational learning whereas the other (ET PCs) encodes representational value!
A great exp-theory collaboration with the Larkum and Takahashi's labs!
Reposted by Brandon Munn
What if… spontaneous neural activity 🧠 reflects the baseline rumblings of a brainwide dynamical system initialized for learning? We find that the rumblings have macroscopic properties like those emerging from linear symmetric, critical systems 🧵 #neuroscience #neuroAI www.biorxiv.org/content/10.1...
January 12, 2025 at 7:55 PM
What if… spontaneous neural activity 🧠 reflects the baseline rumblings of a brainwide dynamical system initialized for learning? We find that the rumblings have macroscopic properties like those emerging from linear symmetric, critical systems 🧵 #neuroscience #neuroAI www.biorxiv.org/content/10.1...
Reposted by Brandon Munn
Three must read papers for PhD students. #scisky #PhD #science #research #academicsky
1. The importance of stupidity in scientific research
Open Access
journals.biologists.com/jcs/article/...
1. The importance of stupidity in scientific research
Open Access
journals.biologists.com/jcs/article/...
November 24, 2024 at 1:54 PM
Three must read papers for PhD students. #scisky #PhD #science #research #academicsky
1. The importance of stupidity in scientific research
Open Access
journals.biologists.com/jcs/article/...
1. The importance of stupidity in scientific research
Open Access
journals.biologists.com/jcs/article/...
Hi BlueSky fam, for my first post and to celebrate our recent paper being physically published I thought I’d do a summary thread!
This has been my most favourite (and toughest) work to date.
Please help share around!!
www.cell.com/cell/abstrac...
(Reach out if you can’t access)
This has been my most favourite (and toughest) work to date.
Please help share around!!
www.cell.com/cell/abstrac...
(Reach out if you can’t access)
December 18, 2024 at 2:02 PM
Hi BlueSky fam, for my first post and to celebrate our recent paper being physically published I thought I’d do a summary thread!
This has been my most favourite (and toughest) work to date.
Please help share around!!
www.cell.com/cell/abstrac...
(Reach out if you can’t access)
This has been my most favourite (and toughest) work to date.
Please help share around!!
www.cell.com/cell/abstrac...
(Reach out if you can’t access)
Reposted by Brandon Munn
Psilocybin slows and reduces complexity of neural dynamics in medial prefrontal cortex.
New paper with Ross Purple, Rahul Gupta, Matt Jones & Co.
New paper with Ross Purple, Rahul Gupta, Matt Jones & Co.
Short- and long-term reconfiguration of rat prefrontal cortical networks following single doses of psilocybin https://www.biorxiv.org/content/10.1101/2024.12.10.627734v1
December 17, 2024 at 10:51 AM
Psilocybin slows and reduces complexity of neural dynamics in medial prefrontal cortex.
New paper with Ross Purple, Rahul Gupta, Matt Jones & Co.
New paper with Ross Purple, Rahul Gupta, Matt Jones & Co.
Reposted by Brandon Munn
We were able to detect the slow-down of neural dynamics by adapting a measure that @macshine.bsky.social Brandon Munn and team developed for assessing energy landscapes in fMRI data (itself building on work by Bill Bialek) to use with our Neuropixels data. www.nature.com/articles/s41...
The ascending arousal system shapes neural dynamics to mediate awareness of cognitive states - Nature Communications
Models of brain organisation can overlook the role of the autonomic nervous system in cognitive processes. Here the authors show a link between the ascending arousal system and both low dimensional ne...
www.nature.com
December 17, 2024 at 10:51 AM
We were able to detect the slow-down of neural dynamics by adapting a measure that @macshine.bsky.social Brandon Munn and team developed for assessing energy landscapes in fMRI data (itself building on work by Bill Bialek) to use with our Neuropixels data. www.nature.com/articles/s41...
Reposted by Brandon Munn
Conserved multiscale brain organization across five phylogenetically diverse species
•
Unifies scale-dependent theories of brain function, balancing efficiency and resiliency
Enables flexible cross-scale reconfigurations of neural activity during behavior
www.cell.com/cell/fulltex...
#neuroscience
•
Unifies scale-dependent theories of brain function, balancing efficiency and resiliency
Enables flexible cross-scale reconfigurations of neural activity during behavior
www.cell.com/cell/fulltex...
#neuroscience
Multiscale organization of neuronal activity unifies scale-dependent theories of brain function
Analysis of cellular recordings from five phylogenetically diverse species uncovers a conserved, multiscale organization of neuronal activity that resolves disparate theories of brain function. This hierarchical structure allows the brain to operate across multiple timescales, enhances information flow, flexibly reconfigures activity during behavior, and balances functional resiliency with efficiency across scales.
www.cell.com
November 4, 2024 at 1:10 PM
Conserved multiscale brain organization across five phylogenetically diverse species
•
Unifies scale-dependent theories of brain function, balancing efficiency and resiliency
Enables flexible cross-scale reconfigurations of neural activity during behavior
www.cell.com/cell/fulltex...
#neuroscience
•
Unifies scale-dependent theories of brain function, balancing efficiency and resiliency
Enables flexible cross-scale reconfigurations of neural activity during behavior
www.cell.com/cell/fulltex...
#neuroscience