Diary/2019-3-13
R-WoNC(3)
三日目．Loihiのチュートリアル．
- メモ
- Intel's 'Loihi' Neuromorphic Chip in the Lab - https://www.youtube.com/watch?v=cDKnt9ldXv0
- Robust computation with rhythmic spike patterns https://arxiv.org/abs/1901.07718
- INRC - inrc_interest _at_ intel.com に連絡すればいいらしい
- Loihi上のプログラミングモデル，Neural ProcessとSequential Neural Interfacing Processがchannelでつながってる，というモデルなのか．
- Nengo Loihi Keyword Recognition Demo - https://www.youtube.com/watch?v=nIsK7dSXBo0
- cf. NxNet使ってる別のデモ https://github.com/combra-lab/combra_loihi/blob/master/demos/demo3.py
- Nengo-Loihiのサンプル https://www.nengo.ai/nengo-loihi/examples/oscillator_nonlinear.html
- NengoでMNISTな例．https://www.nengo.ai/nengo-loihi/examples/mnist_convnet.html
- cf. ANN->SNNなツールもあるのか https://snntoolbox.readthedocs.io/en/latest/guide/intro.html
- あとでよむ
- Spike: A GPU Optimised Spiking Neural Network Simulator - https://www.biorxiv.org/content/biorxiv/early/2018/11/05/461160.full.pdf
- Deep Learning in Spiking Neural Networks - https://arxiv.org/pdf/1804.08150.pdf
- Fast-Classifying, High-Accuracy Spiking Deep Networks Through Weight and Threshold Balancing - https://www.ini.uzh.ch/admin/extras/doc_get.php?id=54478
- Performance of SVM, CNN, and ANN with BoW, HOG, and Image Pixels in Face Recognition - https://ieeexplore.ieee.org/document/8412925
- Robust computation with rhythmic spike patterns - https://arxiv.org/abs/1901.07718