Building a Comprehensive Neuromorphic Platform for Remote Computation
暂无分享,去创建一个
Craig M. Vineyard | James B. Aimone | Felix Wang | William M. Severa | William Severa | Ryan Dellana | Aaron J. Hill | Leah Reeder | Angel Yanguas-Gil | J. Aimone | A. Yanguas-Gil | Felix Wang | Leah Reeder | A. Hill | Ryan Dellana | C. Vineyard
[1] Ojas Parekh,et al. Constant-Depth and Subcubic-Size Threshold Circuits for Matrix Multiplication , 2018, SPAA.
[2] Hong Wang,et al. Loihi: A Neuromorphic Manycore Processor with On-Chip Learning , 2018, IEEE Micro.
[3] Yoshua Bengio,et al. How transferable are features in deep neural networks? , 2014, NIPS.
[4] Steve Furber,et al. Large-scale neuromorphic computing systems , 2016, Journal of neural engineering.
[5] Vladlen Koltun,et al. Learning to Act by Predicting the Future , 2016, ICLR.
[6] P. Lichtsteiner,et al. Toward real-time particle tracking using an event-based dynamic vision sensor , 2011 .
[7] Emre O. Neftci,et al. Data and Power Efficient Intelligence with Neuromorphic Learning Machines , 2018, iScience.
[8] Catherine D. Schuman,et al. A Survey of Neuromorphic Computing and Neural Networks in Hardware , 2017, ArXiv.
[9] Fred Rothganger,et al. Computing with Spikes: The Advantage of Fine-Grained Timing , 2018, Neural Computation.
[10] Tobi Delbrück,et al. A Low Power, Fully Event-Based Gesture Recognition System , 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[11] Alex Krizhevsky,et al. Learning Multiple Layers of Features from Tiny Images , 2009 .
[12] Andrew S. Cassidy,et al. Cognitive computing programming paradigm: A Corelet Language for composing networks of neurosynaptic cores , 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).
[13] Steve B. Furber,et al. Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype , 2018, Front. Neurosci..
[14] John V. Monaco,et al. Integer factorization with a neuromorphic sieve , 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).
[15] Peter Blouw,et al. Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware , 2018, NICE '19.
[16] Ryad Benosman,et al. STICK: Spike Time Interval Computational Kernel, a Framework for General Purpose Computation Using Neurons, Precise Timing, Delays, and Synchrony , 2015, Neural Computation.
[17] W. Newsome,et al. Context-dependent computation by recurrent dynamics in prefrontal cortex , 2013, Nature.
[18] Andrew S. Cassidy,et al. A million spiking-neuron integrated circuit with a scalable communication network and interface , 2014, Science.
[19] Eugenio Culurciello,et al. Activity-driven, event-based vision sensors , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.
[20] Bernabé Linares-Barranco,et al. A 128$\,\times$ 128 1.5% Contrast Sensitivity 0.9% FPN 3 µs Latency 4 mW Asynchronous Frame-Free Dynamic Vision Sensor Using Transimpedance Preamplifiers , 2013, IEEE Journal of Solid-State Circuits.
[21] Andrew S. Cassidy,et al. Convolutional networks for fast, energy-efficient neuromorphic computing , 2016, Proceedings of the National Academy of Sciences.
[22] Ojas Parekh,et al. Spiking network algorithms for scientific computing , 2016, 2016 IEEE International Conference on Rebooting Computing (ICRC).
[23] Ojas Parekh,et al. Spiking Neural Algorithms for Markov Process Random Walk , 2018, 2018 International Joint Conference on Neural Networks (IJCNN).
[24] James B. Aimone,et al. Context-modulation of hippocampal dynamics and deep convolutional networks , 2017, ArXiv.
[25] Pierre Yger,et al. PyNN: A Common Interface for Neuronal Network Simulators , 2008, Front. Neuroinform..
[26] Ojas Parekh,et al. Neural computing for scientific computing applications: more than just machine learning , 2017, NCS.
[27] Jim D. Garside,et al. Overview of the SpiNNaker System Architecture , 2013, IEEE Transactions on Computers.
[28] Chris Eliasmith,et al. Training Spiking Deep Networks for Neuromorphic Hardware , 2016, ArXiv.
[29] Craig M. Vineyard,et al. Training deep neural networks for binary communication with the Whetstone method , 2019 .
[30] Gert Cauwenberghs,et al. Large-Scale Neuromorphic Spiking Array Processors: A Quest to Mimic the Brain , 2018, Front. Neurosci..
[31] Ken Lang,et al. NewsWeeder: Learning to Filter Netnews , 1995, ICML.