Hierarchical Reasoning Model Official Release

Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales. The long term goal of BrainCog is to provide a comprehensive theory and system to decode the mechanisms and principles of human intelligence and its…

螺旋熵减系统

螺旋熵减理论

This repository aims to bridge the gap between artificial neural networks and biological brain mechanisms, fostering interdisciplinary research in cognitive computing, neuromorphic engineering, and biologically-inspired AI.

Toolchain of PAICORE.

🧠 AI Second Brain — 100% Local Knowledge Management Private, self-hosted second brain. Store, search, and synthesize documents, images, and ideas with local LLMs (LLaVA, CLIP) and PostgreSQL + pgvector. Features multimodal search, knowledge graphs, gDrive streaming, and real-time analysis — all offline, no API keys, no cloud, no limits.

A Python Library for Continuous Attractor Neural Networks

The official PyTorch code for AAAI'23 Paper "Sparse Coding in a Dual Memory System for Lifelong Learning"

Official PyTorch implementation for Biologically inspired heterogeneous learning for accurate, efficient and low-latency neural network.

The official repository for ICLR'23 Paper "Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning"

Official repository for NeurIPS'23 paper "TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion"

The official repository for TMLR paper "A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning""

Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning

Multi-Task Structural Learning using Local Task Similarity induced Neuron Creation and Removal

ML for finance and forecasting (LSTM, RL and BIMT)

Library of PAICORE.

Hierarchical Reasoning Model C++ with Vulkan

👉 A biologically grounded RL agent that learns through dopamine signals, membrane dynamics, and sleep-driven synaptic pruning.

CRSM (Continuous Reasoning State Model): An asynchronous "System 2" architecture that implements Hierarchical State Sovereignty within a Mamba backbone. Unlike traditional search wrappers, CRSM uses Forward-Projected Planning and Sparse-Gated Injection to steer latent manifolds in real-time, decoupling strategic reasoning from token generation.