MD Azizul Hakim
azizulhakim03.bsky.social
MD Azizul Hakim
@azizulhakim03.bsky.social
I am a researcher specializing in biologically-inspired artificial intelligence and robust neural network architectures. My work bridges neuroscience principles with machine learning.
Layer-Wise Analysis Reveals Universal Discrete Emergence Across Large Language Model Architectures

preprint available : doi.org/10.21203/rs....
Layer-Wise Analysis Reveals Universal Discrete Emergence Across Large Language Model Architectures
The mechanisms underlying capability emergence in large language  models remain poorly characterized. This study conducts system atic layer-by-layer probing across seven architecturally diverse m...
doi.org
December 1, 2025 at 6:10 PM
A neural network that can heal it self

doi : doi.org/10.1038/s415...

#biologicalnetwork #ai #artificialneuralnetwork
October 3, 2025 at 8:09 PM
AI that can heal itself? 🧠

Our new paper introduces BioLogicalNeuron, a neural network layer inspired by the human brain’s homeostasis and repair mechanisms.

A step closer to AI that’s robust, adaptive, and sustainable.

Read the study: doi.org/10.1038/s415...

#AI #MachineLearning #NeuralNetworks
Biologically inspired neural network layer with homeostatic regulation and adaptive repair mechanisms - Scientific Reports
Scientific Reports - Biologically inspired neural network layer with homeostatic regulation and adaptive repair mechanisms
doi.org
October 2, 2025 at 5:07 PM
Published my first Nature Portfolio paper entirely as a diploma student and a lead author.

Introducing BioLogicalNeuron, an AI layer inspired by the human brain.

Read the paper: doi.org/10.1038/s415...

#AI #MachineLearning #NaturePortfolio #ResearchIndependence #SelfHealingAI
October 2, 2025 at 3:54 PM