Deep Convolutional Spiking Neural Networks for Image Classification

28 March 2019

Papers citing "Deep Convolutional Spiking Neural Networks for Image Classification"

16 / 16 papers shown

Title
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks Jason M. Allred Kaushik Roy CLL 43 31 0 08 Feb 2019
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks Yingyezhe Jin Wenrui Zhang Peng Li 31 176 0 21 May 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 47 1,064 0 22 Apr 2018
Dendritic-Inspired Processing Enables Bio-Plausible STDP in Compound Binary Synapses Xinyu Wu V. Saxena 31 14 0 09 Jan 2018
First-spike based visual categorization using reward-modulated STDP Milad Mozafari Saeed Reza Kheradpisheh T. Masquelier A. Nowzari-Dalini M. Ganjtabesh 32 154 0 25 May 2017
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 152 259 0 16 Dec 2016
Theory and Tools for the Conversion of Analog to Spiking Convolutional Neural Networks Bodo Rueckauer Iulia-Alexandra Lungu Yuhuang Hu Michael Pfeiffer 44 122 0 13 Dec 2016
Training Deep Spiking Neural Networks using Backpropagation Junhaeng Lee T. Delbruck Michael Pfeiffer 66 940 0 31 Aug 2016
Acquisition of Visual Features Through Probabilistic Spike-Timing-Dependent Plasticity A. Tavanaei T. Masquelier Anthony Maida 28 42 0 03 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 380 37,704 0 20 May 2016
How Important is Weight Symmetry in Backpropagation? Q. Liao Joel Z Leibo T. Poggio 54 168 0 17 Oct 2015
Homogeneous Spiking Neuromorphic System for Real-World Pattern Recognition Xinyu Wu V. Saxena Kehan Zhu 31 67 0 02 Jun 2015
A CMOS Spiking Neuron for Brain-Inspired Neural Networks with Resistive Synapses and In-Situ Learning Xinyu Wu V. Saxena Kehan Zhu S. Balagopal 38 126 0 28 May 2015
Bio-inspired Unsupervised Learning of Visual Features Leads to Robust Invariant Object Recognition Saeed Reza Kheradpisheh M. Ganjtabesh T. Masquelier OOD 59 120 0 15 Apr 2015
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 191 16,311 0 30 Apr 2014
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 229 26,122 0 11 Nov 2013