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Paper repository

Repository containing the relevant literature for our project
File A Memory-Efficient Routing Method for Large-Scale Spiking Neural Networks
S. Moradi, N. Imam, R. Manohar, G. Indiveri. A paper on asynchronous routing methods for optimizing memory resource usage in configurable spiking neural network chips
File application/x-troff-ms Neuromorphic electronic circuits for building autonomous cognitive systems
E. Chicca, F. Stefanini, C. Bartolozzi, G. Indiveri. Description of analog circuits used to implement spiking neural network chips
File Can Deep Learning Revolutionize Mobile Sensing?
Nicholas D. Lane Petko Georgiev, 2015. A paper on deep learning architectures and their implementations for mobile sensing. Elaborations on inference accuracy, robustness and resource efficiency.
File Convolutional Neural Networks for Speech Recognition
Ossama Abdel-Hamid, Abdel-rahman Mohamed, Hui Jiang, Li Deng, Gerald Penn, and Dong Yu, 2014. Convolutional networks versus deep networks in the speech recognition domain.
File text/texmacs Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate-Coding and Coincidence Processing. Application to Feed-Forward ConvNets
J. A. Pérez-Carrasco, B. Zhao, C. Serrano, B. Acha, T. Serrano-Gotarredona, S. Chen and B. Linares-Barranco, "Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate-Coding and Coincidence Processing. Application to Feed-Forward ConvNets," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 35, No. 11, pp. 2706-2719, Nov. 2013. (includes main paper, appendices, and video).
File Multi-Casting Mesh AER
C. Zamarreño-Ramos, A. Linares-Barranco, T. Serrano-Gotarredona, and B. Linares-Barranco, "Multi-Casting Mesh AER: A Scalable Assembly Approach for Reconfigurable Neuromorphic Structured AER Systems. Application to ConvNets," IEEE Trans. on Biomedical Circuits and Systems, vol. 7, No. 1, pp. 82-102, Feb. 2013.