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Update templates and add automation scripts
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‎_data/blogs.yml‎

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- title: "Introduction to NeuroAI: Bridging Neuroscience and Artificial Intelligence"
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author: "San Zhang"
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date: "2025-01-15"
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excerpt: "Exploring the fascinating intersection of neuroscience and AI, and how these fields can benefit each other."
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link: "https://example.com/blog/intro-neuroai"
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- title: "Recent Advances in Spiking Neural Networks"
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author: "Si Li"
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date: "2025-01-10"
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excerpt: "A deep dive into the latest developments in spiking neural networks and their applications."
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link: "https://example.com/blog/spiking-nn"
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- title: "Brain-Computer Interfaces: Current State and Future Directions"
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author: "Wang Wu"
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date: "2025-01-05"
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excerpt: "An overview of BCI technology, its current applications, and what we can expect in the future."
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link: "https://example.com/blog/bci-future"
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- title: "Generative Models for Neuroscience Research"
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author: "San Zhang"
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date: "2024-12-28"
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excerpt: "How generative AI models are revolutionizing neuroscience research and data analysis."
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link: "https://example.com/blog/generative-neuro"
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- title: 'Introduction to NeuroAI: Bridging Neuroscience and AI'
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author: San Zhang
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date: '2025-01-15'
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excerpt: Exploring the fascinating intersection of neuroscience and AI and how these
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fields can benefit each other.
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link: https://medium.com/@author/intro-to-neuroai
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- title: How We Train Brain-Inspired Networks
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author: Si Li
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date: '2025-02-20'
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excerpt: A practical guide to training neural networks with biologically plausible
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learning rules.
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link: https://medium.com/@author/brain-inspired-training

‎_data/papers.yml‎

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# _data/papers.yml
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- title: "A Self-Evolving Agent for Neuroscience Research"
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authors: "San Zhang, Si Li"
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venue: "Nature Machine Intelligence"
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year: 2026
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url: "https://arxiv.org/abs/xxxx"
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tldr: "We developed an AI agent that autonomously designs and executes neuroscience experiments, achieving 3x faster discovery cycles."
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img: "/assets/img/papers/self-evolving-agent.png"
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- title: "Brain-inspired Learning Rules"
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authors: "Wang Wu, San Zhang"
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venue: "NeurIPS"
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- title: A Self-Evolving Agent for Neuroscience Research
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authors: San Zhang, Si Li, Wu Wang
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venue: Nature Machine Intelligence
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year: 2025
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url: "https://arxiv.org/abs/yyyy"
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tldr: "Novel learning algorithms mimicking synaptic plasticity that improve training efficiency by 40% on spiking neural networks."
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img: "/assets/img/papers/brain-learning.png"
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- title: "Your Next Great Paper"
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authors: "Your Name, Lab Mates"
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venue: "ICLR"
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url: https://arxiv.org/abs/xxxx.xxxxx
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tldr: We developed an AI agent that autonomously designs and executes neuroscience
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experiments.
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img: /assets/img/papers/self-evolving-agent.png
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- title: Brain-Inspired Neural Architecture for Efficient Learning
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authors: Si Li, San Zhang
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venue: NeurIPS 2025
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year: 2025
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url: https://arxiv.org/abs/yyyy.yyyyy
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tldr: A novel neural network architecture inspired by cortical microcircuits.
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img: /assets/img/papers/brain-arch.png
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- title: Understanding Visual Cortex with Deep Networks
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authors: Wu Wang, San Zhang, Si Li
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venue: ICLR 2024
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year: 2024
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url: "#"
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tldr: "A brief summary of your key findings and contributions."
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img: "/assets/img/papers/placeholder.png"
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url: https://arxiv.org/abs/zzzz.zzzzz
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tldr: We show that deep networks can predict neural responses in visual cortex.
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img: /assets/img/papers/visual-cortex.png

‎_data/people.yml‎

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- name: "San Zhang (张三)"
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role: "Principal Investigator"
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group: "PI"
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image: "/assets/img/zhangsan.jpg"
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website: "https://zhangsan.com"
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bio: "Focusing on Brain-Computer Interface and AI Agents."
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- name: "Si Li (李四)"
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role: "Postdoc Researcher"
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group: "Postdoc"
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image: "/assets/img/lisi.jpg"
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website: "#"
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bio: "Researching Spiking Neural Networks."
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- name: "Wang Wu (王五)"
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role: "PhD Student"
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group: "PhD"
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image: "/assets/img/wangwu.jpg"
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website: "#"
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bio: "Working on generative models for neuroscience."
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- name: San Zhang (张三)
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role: PhD Student
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group: PhD
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image: /assets/img/san_zhang.jpg
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bio: Focusing on brain-inspired computing and neural network optimization.
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website: https://scholar.google.com/citations?user=xxx
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- name: Si Li (李四)
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role: Postdoc Researcher
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group: Postdoc
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image: /assets/img/si_li.jpg
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bio: Research interests include computational neuroscience and deep learning.
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website: https://example.com
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- name: Wu Wang (王五)
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role: Principal Investigator
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group: PI
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image: /assets/img/wu_wang.jpg
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bio: Leading research on NeuroAI and brain-computer interfaces.
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website: https://faculty.example.edu/wuwang

‎_data/projects.yml‎

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# NeuroAIHub Research Projects
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# Active and completed research projects
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active:
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- title: "Neural Network Architecture Design"
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description: "Developing brain-inspired neural architectures for efficient learning and reasoning."
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status: "active"
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image: "/assets/img/projects/architecture.jpg"
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members:
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- "Prof. Name"
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- "Dr. Postdoc Name"
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- "PhD Student 1"
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funding: "NSFC Grant 2024-2027"
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url: "/projects/neural-architecture"
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- title: "Multimodal Learning Systems"
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description: "Integrating vision, language, and audio for cross-modal understanding."
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status: "active"
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image: "/assets/img/projects/multimodal.jpg"
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members:
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- "Prof. Name"
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- "PhD Student 2"
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- "Master Student 1"
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funding: "National Key R&D Program"
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url: "/projects/multimodal"
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- title: "Reinforcement Learning and Decision Making"
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description: "Computational models of decision making in complex environments."
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status: "active"
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image: "/assets/img/projects/rl.jpg"
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members:
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- "Dr. Postdoc Name"
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- "PhD Student 1"
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funding: "Industry Collaboration"
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url: "/projects/rl"
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- title: Neural Network Architecture Design
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description: Developing brain-inspired neural architectures for efficient learning
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and reasoning.
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image: /assets/img/projects/neural-arch.jpg
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members:
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- Prof. Wu Wang
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- Dr. Si Li
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- San Zhang
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funding: NSFC Grant 2024-2027
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url: https://github.com/lab/neural-arch
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- title: AI for Neuroscience Discovery
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description: Building AI systems that can autonomously design and analyze neuroscience
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experiments.
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image: /assets/img/projects/ai-neuro.jpg
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members:
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- Prof. Wu Wang
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- San Zhang
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funding: National Key R&D Program
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url: https://github.com/lab/ai-neuro
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completed:
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- title: "Visual Perception Models"
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description: "Deep learning models for visual object recognition and scene understanding."
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status: "completed"
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image: "/assets/img/projects/vision.jpg"
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members:
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- "Prof. Name"
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- "Alumni Name"
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year: "2023"
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url: "/projects/vision"
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- title: "Natural Language Understanding"
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description: "Transformer-based models for language understanding and generation."
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status: "completed"
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image: "/assets/img/projects/nlp.jpg"
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members:
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- "Prof. Name"
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- "PhD Student 2"
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year: "2022"
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url: "/projects/nlp"
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- title: Visual Perception Models
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description: Deep learning models for visual object recognition and scene understanding.
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image: /assets/img/projects/visual-perception.jpg
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members:
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- Prof. Wu Wang
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- Alumni Name
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url: https://github.com/lab/visual
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year: '2023'

‎index.md‎

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<h2 id="news">Recent News</h2>
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<ul>
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<li><strong>January 2025:</strong> Our paper on brain-inspired neural architectures was accepted at Nature Machine Intelligence!</li>
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<li><strong>December 2024:</strong> Two papers accepted at NeurIPS 2024. See you in Vancouver!</li>
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<li><strong>November 2024:</strong> Congratulations to PhD Student 1 for receiving the Outstanding Research Award!</li>
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<li><strong>October 2024:</strong> New grant awarded for multimodal learning research.</li>
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<li><strong>September 2024:</strong> Our lab is looking for motivated students! Check out the openings.</li>
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<li><strong>Jan 2025:</strong> Our paper "A Self-Evolving Agent for Neuroscience Research" was accepted to Nature Machine Intelligence!</li>
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<li><strong>Dec 2024:</strong> San Zhang received the Best Paper Award at NeurIPS 2024.</li>
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<li><strong>Nov 2024:</strong> Welcome new PhD student Liu Liu to our lab!</li>
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<li><strong>Oct 2024:</strong> We are hiring! Looking for postdoc researchers in NeuroAI.</li>
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</ul>
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<h2 id="highlights">Research Highlights</h2>

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