Upload README_ModularBrainAgent_HF.md

README_ModularBrainAgent_HF.md

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+---
+license: mit
+tags:
+- brain-inspired
+- spiking-neural-network
+- multi-task-learning
+- continual-learning
+- modular-ai
+- biologically-plausible
+---
+
+# ModularBrainAgent 🧠
+**Author:** Aliyu Lawan Halliru (`@Almusawee`)  
+**Affiliation:** Independent AI Researcher (Nigeria)  
+**License:** MIT (code and architecture)  
+**Published:** 2025  
+**Paper:** [Download PDF](./ModularBrainAgent_Paper_With_Diagram.pdf)  
+**Diagram:** ![Architecture Diagram](./visual_diagram_full_architecture.png)
+
+---
+
+## 🧠 Overview
+
+**ModularBrainAgent** is a biologically inspired AI architecture designed to simulate cognitive processing in a modular, interpretable, and task-general way. It integrates:
+
+- Spiking Sensory Neurons  
+- Attention-based Relay Layer  
+- Adaptive Interneuron Logic  
+- Neuroendocrine Gain Modulation  
+- Recurrent Autonomic Processor (GRU-based)  
+- Mirror Comparator for goal-state reflection  
+- Multi-modal encoders (GRU, CNN, shared)  
+- Task-specific heads (regression, classification, vision)  
+- Replay Buffer for continual learning
+
+---
+
+## 🧬 Biological Motivation
+
+The architecture mirrors functional regions of the human brain, including:
+- Cortex-like layered processing  
+- Attention routing  
+- Local learning with surrogate gradients  
+- Adaptive spiking thresholds  
+- Memory replay (like hippocampal consolidation)
+
+---
+
+## 📌 Use Cases
+
+- Multi-task AI research
+- Biologically plausible modeling
+- Lifelong learning agents
+- Modular interpretable systems
+- Neuro-AI cognitive simulations
+
+---
+
+## 📝 Citation (arXiv/Preprint Ready)
+
+```
+@misc{halliru2025modularbrainagent,
+  title={ModularBrainAgent: A Brain-Inspired Modular Neural Architecture for Cognitive Multi-Task Learning},
+  author={Aliyu Lawan Halliru},
+  year={2025},
+  url={https://huggingface.co/Almusawee/ModularBrainAgent}
+}
+```
+
+---
+
+## 📎 Files Included
+- `ModularBrainAgent_Paper_With_Diagram.pdf` – Full paper with abstract, architecture, references
+- `visual_diagram_full_architecture.png` – Schematic of forward-pass and modular connections
+
+---
+
+## 🤝 License
+This work is licensed under the **MIT License** — free to use, modify, and distribute with credit to the author.