A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow

26 February 2020

Papers citing "A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow"

14 / 14 papers shown

Title
Regression with Deep Learning for Sensor Performance Optimization Ruthvik Vaila Denver Lloyd K. Tetz OOD 13 6 0 22 Feb 2020
Towards Scalable, Efficient and Accurate Deep Spiking Neural Networks with Backward Residual Connections, Stochastic Softmax and Hybridization Priyadarshini Panda Sai Aparna Aketi Kaushik Roy 57 33 0 30 Oct 2019
S4NN: temporal backpropagation for spiking neural networks with one spike per neuron Saeed Reza Kheradpisheh T. Masquelier 63 188 0 21 Oct 2019
Learning without feedback: Fixed random learning signals allow for feedforward training of deep neural networks Charlotte Frenkel M. Lefebvre D. Bol 38 23 0 03 Sep 2019
Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function: Learning with Backpropagation Iulia Comsa Krzysztof Potempa Luca Versari T. Fischbacher Andrea Gesmundo J. Alakuijala 63 178 0 30 Jul 2019
Deep Convolutional Spiking Neural Networks for Image Classification Ruthvik Vaila John N. Chiasson V. Saxena 51 31 0 28 Mar 2019
Hybrid Macro/Micro Level Backpropagation for Training Deep Spiking Neural Networks Yingyezhe Jin Wenrui Zhang Peng Li 45 176 0 21 May 2018
Dendritic-Inspired Processing Enables Bio-Plausible STDP in Compound Binary Synapses Xinyu Wu V. Saxena 31 14 0 09 Jan 2018
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 157 259 0 16 Dec 2016
Training Deep Spiking Neural Networks using Backpropagation Junhaeng Lee T. Delbruck Michael Pfeiffer 90 945 0 31 Aug 2016
Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding Brian Gardner André Grüning 31 52 0 14 Jan 2016
How Important is Weight Symmetry in Backpropagation? Q. Liao Joel Z Leibo T. Poggio 62 170 0 17 Oct 2015
Homogeneous Spiking Neuromorphic System for Real-World Pattern Recognition Xinyu Wu V. Saxena Kehan Zhu 49 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 40 127 0 28 May 2015