Merge pull request #20 from rachmadvwp/main

Adding two papers on SNNs
ContinualAI · Oct 21, 2023 · db52dd4 · db52dd4
2 parents 4b25493 + 600f4aa
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diff --git a/README.md b/README.md
@@ -185,10 +185,12 @@ In this section we list all the papers related to new benchmarks proposals for c
 
 ### Bioinspired Methods
 
-**24 papers**
+**26 papers**
 
 In this section we list all the papers related to bioinspired continual learning approaches.
 
+- [lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents](https://doi.org/10.1109/IJCNN55064.2022.9892948) by Rachmad Vidya W. Putra and Muhammad Shafique. *IJCNN*, 2022.
+- [SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments](https://doi.org/10.1109/DAC18074.2021.9586281) by Rachmad Vidya W. Putra and Muhammad Shafique. *DAC*, 2021.
 - [A Biologically Plausible Audio-Visual Integration Model for Continual Learning](http://arxiv.org/abs/2007.08855) by Wenjie Chen, Fengtong Du, Ye Wang and Lihong Cao. *IJCNN*, 2021. 
 - [Synaptic Metaplasticity in Binarized Neural Networks](https://www.nature.com/articles/s41467-021-22768-y) by Axel Laborieux, Maxence Ernoult, Tifenn Hirtzlin and Damien Querlioz. *Nature Communications*, 2549, 2021. 
 - [Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks](https://www.frontiersin.org/article/10.3389/fnins.2020.00007/full) by Jason M. Allred and Kaushik Roy. *Frontiers in Neuroscience*, 7, 2020. [spiking] 

diff --git a/bibtex/Continual Learning Papers-Bioinspired Methods.bib b/bibtex/Continual Learning Papers-Bioinspired Methods.bib
@@ -315,4 +315,23 @@ @article{velez2017
   annotation = {\_eprint: 1705.07241}
 }
 
+@INPROCEEDINGS{putra_dac21,
+  author={Putra, Rachmad Vidya Wicaksana and Shafique, Muhammad},
+  booktitle={2021 58th ACM/IEEE Design Automation Conference (DAC)}, 
+  title={SpikeDyn: A Framework for Energy-Efficient Spiking Neural Networks with Continual and Unsupervised Learning Capabilities in Dynamic Environments}, 
+  year={2021},
+  volume={},
+  number={},
+  pages={1057-1062},
+  doi={10.1109/DAC18074.2021.9586281}}
 
+
+@INPROCEEDINGS{putra_ijcnn22,
+  author={Putra, Rachmad Vidya Wicaksana and Shafique, Muhammad},
+  booktitle={2022 International Joint Conference on Neural Networks (IJCNN)}, 
+  title={lpSpikeCon: Enabling Low-Precision Spiking Neural Network Processing for Efficient Unsupervised Continual Learning on Autonomous Agents}, 
+  year={2022},
+  volume={},
+  number={},
+  pages={1-8},
+  doi={10.1109/IJCNN55064.2022.9892948}}