Jalal Khawaldeh

Towards a New Mathematical Model for Understanding the Non-Linear Self-Organization of the Universe: AI-Based Analysis of Astronomical Data | ResearchGate Read 1 answer by scientists to the question asked by Jalal Khawaldeh on Apr 5, 2025

The study uses Random Forest regression to analyze data from Gaia and ALMA, uncovering hidden non-linear patterns in the distribution of matter and energy.

#cosmic-code
#Computational
#Self-Organization
www.researchgate.net/post/Towards...

(PDF) The Enlightenment Revolution in Educational Policies PDF | Controlling defects in educational policies established by the state is a formidable challenge. The state invariably believes that the solution... | Find, read and cite all the research you need...

"Excited to share my research on rethinking educational policies through Kant’s Enlightenment principles! It explores how education systems should prioritize individual needs and critical thinking. Please read and share your thoughts! #EducationReform #Philosophy www.researchgate.net/publication/...

New study reveals cognitive costs of LLM-assisted essay writing. EEG shows weaker brain connectivity in LLM users vs. Search Engine & Brain-only groups. LLM users also reported lower essay ownership & struggled with quoting. Findings urge caution in AI reliance in education
arxiv.org/abs/2506.08872

LLM companies are beta testing experimental products our children, and educators are facilitating it.

It is *literally impossible* to have reliable guardrails on LLMs. More research is coming out on this.

But,remember: ll LLM CEOs have admitted they don't understand how their product works. Prob not good look in court.

www.activefence.com/blog/llm-gua...

👍

(PDF) Linear and nonlinear multidimensional functional connectivity methods reveal similar networks for semantic processing in EEG/MEG data PDF | Introduction Investigating task- and stimulus-dependent connectivity is key to understanding how the interactions between brain regions underpin... | Find, read and cite all the research you nee...

New nTL-MDPC method enhances EEG/MEG connectivity analysis by capturing nonlinear brain interactions, outperforming linear TL-MDPC by up to 15% in explained variance under optimal conditions. #Neuroscience #BrainConnectivity #EEG #MEG

www.researchgate.net/publication/...

🧠🧪💤 New preprint!

Sleep-like Slow Waves During Wakefulness Mediate Attention and Vigilance Difficulties in Adult ADHD

We show that intrusions of sleep-like activity during wake help explain attention lapses in ADHD.

🔗 www.biorxiv.org/content/10.1...
#ADHD #Sleep #Neuro

I believe the structures are largely identical, not only at the raw level, but also in the details of the operational units. In addition to the circumstances, environment, family, and education, there is something else entirely individual that creates awareness, identity, and a unique personality.

We all share the same intricate blueprint of the head—skull, brain, senses—yet each mind crafts a unique universe. How do identical structures spawn such diverse thoughts, beliefs, and identities? What sparks the symphony of individuality?
#Consciousness #awareness
#Neuroscience #Humanity

(PDF) Collisional Thinking Theory (CTT): The Role of Waste of Thinking by Jalal Khawaldeh PDF | The Collisional Thinking Theory (CTT) introduces a groundbreaking framework for understanding and enhancing human cognitive processes,... | Find, read and cite all the research you need on Resea...

This positions CTT as a cornerstone for navigating the demands of the 21st century and beyond, ensuring that humanity remains at the forefront of innovation in an increasingly AI-driven landscape.

#Thinking #Theory #CTT
#Role_of_Waste_of_Thinking
#brain

www.researchgate.net/publication/...

Interesting

Fructose-induced synaptic and neuronal adaptations at Neuropeptide Y/agouti-related peptide neurons Fructose is a naturally-occurring sugar, consumed in excess as sweeteners, and is linked to the development of obesity. Fructose is consumed with gluc…

Molecular mechanisms and brain regions that promote hyperphagia in the clinical expression of fructose-mediated #obesity www.sciencedirect.com/science/arti...

“Structured Dynamics in the Algorithmic Agent”

Fascinated by the Kolmogorov Theory of Consciousness study! I'll be diving deep into its insights on symmetry, neural networks, and agent dynamics for my current research on consciousness. #Neuroscience #AI
#Consciousness

Towards a New Mathematical Model for Understanding the Non-Linear Self-Organization of the Universe: AI-Based Analysis of Astronomical Data | ResearchGate Read 1 answer by scientists to the question asked by Jalal Khawaldeh on Apr 5, 2025

The study uses Random Forest regression to analyze data from Gaia and ALMA, uncovering hidden non-linear patterns in the distribution of matter and energy.

#cosmic-code
#Computational
#Self-Organization
www.researchgate.net/post/Towards...

Beyond Materialism: Exploring the Mind-Brain Relationship Understanding the mind in terms of information processing, rather than as a byproduct of brain activity, could reshape the debate.

BEYOND MATERIALISM: EXPLORING THE MIND-BRAIN RELATIONSHIP
Neurosurgeon Michael Egnor and philosopher Angus Menuge probe the relationship through #philosophy, #neuroscience, and information #theory

mindmatters.ai/2025/03/beyo...

How your brain makes a decision before you know it Princeton scientists uncover how brain cells coordinate decisions, offering insight into mental health and cognitive function.

Dr @engeltatiana.bsky.social : “The widespread assumption is that this heterogeneity reflects the complex dynamics involved in cognition,” said Dr. Engel. “But surprisingly, we found that this apparent complexity arises from a very different neural coding principle.”
www.earth.com/news/how-you...

Autism advances
Rooted in fundamental curiosity about how the brain works, Picower scientists continue to break new ground in understanding autism and devising treatment strategies
picower.mit.edu/news/autism-...
#neuroscience

Findings show distinct brain regions handle individual concepts (frontal/parietal cortex) vs. relations (temporal cortex). LLMs predict brain activity, revealing complex semantic networks.
By @pbogdan.bsky.social

#maps #brain #processes #concepts #semantic #LLMs

www.biorxiv.org/content/10.1...

6/🧵 Together, these findings produce a map of how we build meaning: from concept coding in the occipitotemporal cortex to relational integration in frontoparietal and striatal regions

Come see our full preprint here: www.biorxiv.org/content/10.1...

(Thanks for reading!)

5/🧵 Relational analysis also identified a role of the dorsal striatum. Despite not being typically seen as an area for semantic coding, striatal regions robustly represent relational content, and the strength of this representation predicts participants’ judgments about item pairs

4/🧵 We used LLM embeddings to model neural representations via fMRI and RSA, which revealed dissociations in information processing. Occipitotemporal structures parse concepts but not relations. Conversely, frontoparietal regions (especially the PFC) almost exclusively encode relational information

3/🧵 Next, we tested relational information. LLM activity for texts like “A prison and poker table” robustly predicts human ratings on the likelihood of finding a poker table in a prison. Further analyses show how LLMs parsing such texts also capture precise propositional relational features

2/🧵 To produce concept embeddings, we submit a short text (“A porcupine”) to contemporary LLMs and extract the LLMs’ residual stream. Leveraging data from our normative feature study, we find that LLM embeddings better predict human-reported propositional features than older models (word2vec, BERT)

🚨 New preprint 🚨

Prior work has mapped how the brain encodes concepts: If you see fire and smoke, your brain will represent the fire (hot, bright) and smoke (gray, airy). But how do you encode features of the fire-smoke relation? We analyzed fMRI with embeddings extracted from LLMs to find out 🧵

A screenshot of the first page of a newly published forum article entitled "Advancing GWAS of human communication" authored by Rosa S. Gisladottir in the journal Trends in Genetics. The abstract reads as follows: The last decade has seen an explosion in genome-wide association studies (GWAS) on almost any imaginable phenotype. Unfortunately, humanity’s most distinctive trait – communication, broadly construed – has been underserved. In this forum article I review recent advances and promising avenues that may help us understand the genetics and evolution of human communication.

Highly recommend this superb forum article on genomics of human communication traits, free to read in @cp-trendsgenetics.bsky.social. Beautifully succinct & accessible overview by @rosagisladottir.bsky.social on where the field is now & where it's heading. 🗣️💬🧠🧬🧪
www.sciencedirect.com/science/arti...

(PDF) Uncovering spatial and verbal cognitive profiles in aphantasia through unsupervised clustering PDF | Mental images are a ubiquitous phenomenon for many people. In recent years, attention has focused on a condition defined by the absence of mental... | Find, read and cite all the research you ne...

Fascinating work, @gaenplancher.bsky.social !
#cognitive #aphantasia #clustering #innovative_approach
#cognitive_profiles

"Uncovering spatial and verbal cognitive profiles in aphantasia through unsupervised clustering"

www.researchgate.net/publication/...

(PDF) Uncovering spatial and verbal cognitive profiles in aphantasia through unsupervised clustering PDF | Mental images are a ubiquitous phenomenon for many people. In recent years, attention has focused on a condition defined by the absence of mental... | Find, read and cite all the research you ne...

Fascinating work, @gaenplancher.bsky.social !
#cognitive #aphantasia #clustering #innovative_approach
#cognitive_profiles

"Uncovering spatial and verbal cognitive profiles in aphantasia through unsupervised clustering"

www.researchgate.net/publication/...

Highlighted at CVPR 2025: Google DeepMind's 'Motion Prompting' Paper Unlocks Granular Video Control Highlighted at CVPR 2025: Google DeepMind's 'Motion Prompting' Paper Unlocks Granular Video Control

Highlighted at CVPR 2025: Google DeepMind's 'Motion Prompting' Paper Unlocks Granular Video Control #DL #AI #ML #DeepLearning #ArtificialIntelligence #MachineLearning #ComputerVision #AutonomousVehicles #Robotics #LLM #VLM #LVLM
www.marktechpost.com/2025/06/13/h...