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@Brain-Cog-Lab Brain-inspired Cognitive Intelligence Lab

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    23 repositories

    • S-CMRL

      Public
      The repo for "Advancing Audio-Visual Transformer-Based Spiking Neural Networks via Semantic-Aware Cross-Modal Residual Learning"
      Python
      •0•1•0•0•Updated Dec 26, 2024Dec 26, 2024

    • msg

      Public
      The repo for "Directly Training Temporal Spiking Neural Network with Sparse Surrogate Gradient", Neural Networks
      Python
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • casc

      Public
      The repo for "Spiking Neural Networks with Consistent Mapping Relations Allow High-Accuracy Inference", Information Sciences
      Python
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • PSU

      Public
      The repo for "Parallel Spiking Unit for Efficient Training of Spiking Neural Networks", IJCNN 2024
      Python
      •0•0•0•0•Updated Nov 22, 2024Nov 22, 2024

    • ETC

      Public
      Python
      •0•1•0•0•Updated Nov 21, 2024Nov 21, 2024

    • CACE-Net

      Public
      The repo for "CACE-Net: Co-guidance Attention and Contrastive Enhancement for Effective Audio-Visual Event Localization", ACM MM2024
      Python
      •
      MIT License
      •1•8•1•0•Updated Oct 27, 2024Oct 27, 2024

    • Transfer-for-DVS

      Public
      The repo for "An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain", AAAI 2024 (ORAL)
      Python
      •0•7•2•0•Updated Aug 4, 2024Aug 4, 2024

    • tts_vqvae

      Public
      Python
      •0•3•0•0•Updated Jun 7, 2024Jun 7, 2024

    • sgad

      Public
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Jun 3, 2024Jun 3, 2024

    • rodent-wm

      Public
      Python
      •0•0•0•0•Updated Feb 21, 2024Feb 21, 2024

    • TKS

      Public
      Python
      •1•4•0•0•Updated Dec 8, 2023Dec 8, 2023

    • RHI

      Public
      Python
      •0•0•0•0•Updated Sep 28, 2023Sep 28, 2023

    • Bullying10K

      Public
      Python
      •3•5•4•0•Updated Jul 4, 2023Jul 4, 2023

    • N-Omniglot

      Public
      Preprocessing and baseline for N-Omniglot. Details can be found at https://www.nature.com/articles/s41597-022-01851-z..
      Python
      •2•17•1•0•Updated Apr 12, 2023Apr 12, 2023

    • MAToM-SNN

      Public
      Python
      •
      GNU General Public License v3.0
      •0•5•0•0•Updated Mar 25, 2023Mar 25, 2023

    • AbuttingGratingIllusion

      Public
      The code for "Challenging Deep Learning Models with Image Distortion based on the Abutting Grating Illusion"
      robustnessimage-distortionillusory-contourabutting-grating-illusionendstoppingdeepaugmentdeep-learning
      Jupyter Notebook
      •
      MIT License
      •2•9•0•0•Updated Mar 1, 2023Mar 1, 2023

    • Brain-Cog

      Public
      This is a link for braincog. See the original repository https://github.com/BrainCog-X/Brain-Cog.
      MIT License
      •2•4•0•0•Updated Dec 30, 2022Dec 30, 2022

    • RSNN

      Public
      This repository uses a reward-modulated Spiking Neural Network to achieve self-organized, decentralized collision avoidance for drone swarm.
      decentralized-decision-makingreward-modulated-spiking-neural-networkself-organizing-collaborationswarm-intelligence-emergence
      Python
      •2•7•0•1•Updated Nov 24, 2022Nov 24, 2022

    • SD-SNN

      Public
      0•0•0•0•Updated Aug 11, 2022Aug 11, 2022

    • MTDNC

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 5, 2022Aug 5, 2022

    • BP-STA

      Public
      This repository contains code from our paper "Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks" published in Cell Patterns. https://www.cell.com/patterns/fulltext/S2666-3899(22)00119-2
      Python
      •
      MIT License
      •3•32•1•0•Updated Jun 11, 2022Jun 11, 2022

    • Conversion_Burst

      Public
      This repository contains code from our paper Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes, published in IJCAI, 2022.
      Python
      •
      MIT License
      •1•20•2•0•Updated Apr 29, 2022Apr 29, 2022

    • BICC

      Public
      The code of Brain-Inspired Classical Conditioning Model
      MATLAB
      •0•3•0•0•Updated Nov 24, 2020Nov 24, 2020