Bio-inspired Unsupervised Learning of Visual Features Leads to Robust
Invariant Object Recognition

Bio-inspired Unsupervised Learning of Visual Features Leads to Robust Invariant Object Recognition

15 April 2015

Saeed Reza Kheradpisheh

Papers citing "Bio-inspired Unsupervised Learning of Visual Features Leads to Robust Invariant Object Recognition"

16 / 16 papers shown

Title
Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks Guobin Shen Dongcheng Zhao Yiting Dong Yang Li Feifei Zhao Yi Zeng AI4CE 25 0 0 23 Aug 2023
Backpropagation with Biologically Plausible Spatio-Temporal Adjustment For Training Deep Spiking Neural Networks Guobin Shen Dongcheng Zhao Yi Zeng 41 54 0 17 Oct 2021
BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks Hafez Ghaemi Erfan Mirzaei Mahbod Nouri Saeed Reza Kheradpisheh 26 2 0 12 Sep 2021
Spike time displacement based error backpropagation in convolutional spiking neural networks M. Mirsadeghi Majid Shalchian Saeed Reza Kheradpisheh T. Masquelier 17 15 0 31 Aug 2021
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks Harideep Nair J. Shen James E. Smith 35 8 0 27 May 2021
Spiking Neural Networks Hardware Implementations and Challenges: a Survey Maxence Bouvier A. Valentian T. Mesquida F. Rummens M. Reyboz Elisa Vianello E. Beigné 58 113 0 04 May 2020
A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow Ruthvik Vaila John N. Chiasson V. Saxena 28 22 0 26 Feb 2020
S4NN: temporal backpropagation for spiking neural networks with one spike per neuron Saeed Reza Kheradpisheh T. Masquelier 27 187 0 21 Oct 2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron Milad Mozafari M. Ganjtabesh A. Nowzari-Dalini T. Masquelier 38 98 0 06 Mar 2019
Unsupervised Visual Feature Learning with Spike-timing-dependent Plasticity: How Far are we from Traditional Feature Learning Approaches? Pierre Falez Pierre Tirilly Ioan Marius Bilasco P. Devienne Pierre Boulet SSL 29 32 0 14 Jan 2019
A temporal neural network model for object recognition using a biologically plausible decision making layer Hamed Heidari Gorji Sajjad Zabbah R. Ebrahimpour 8 4 0 25 Jun 2018
Deep Learning in Spiking Neural Networks A. Tavanaei M. Ghodrati Saeed Reza Kheradpisheh T. Masquelier Anthony Maida 12 1,059 0 22 Apr 2018
Optimal localist and distributed coding of spatiotemporal spike patterns through STDP and coincidence detection T. Masquelier Saeed Reza Kheradpisheh 11 15 0 01 Mar 2018
Bio-Inspired Spiking Convolutional Neural Network using Layer-wise Sparse Coding and STDP Learning A. Tavanaei Anthony Maida 19 69 0 09 Nov 2016
Humans and deep networks largely agree on which kinds of variation make object recognition harder Saeed Reza Kheradpisheh M. Ghodrati M. Ganjtabesh T. Masquelier OOD 35 34 0 21 Apr 2016
Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition Saeed Reza Kheradpisheh M. Ghodrati M. Ganjtabesh T. Masquelier 33 176 0 17 Aug 2015