Bio-inspired digit recognition using reward-modulated
spike-timing-dependent plasticity in deep convolutional networks

Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks

31 March 2018

A. Nowzari-Dalini

Papers citing "Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks"

14 / 14 papers shown

Title
SAEN-BGS: Energy-Efficient Spiking AutoEncoder Network for Background Subtraction Zhenru Zhang Xuzhao Li Qiang Liu 26 0 0 12 May 2025
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks Gaspard Goupy Pierre Tirilly Ioan Marius Bilasco 42 4 0 04 Aug 2023
Models Developed for Spiking Neural Networks Shahriar Rezghi Shirsavar A. Vahabie M. Dehaqani 27 4 0 08 Dec 2022
Continuous learning of spiking networks trained with local rules D. Antonov K. Sviatov S. Sukhov 21 12 0 18 Nov 2021
BioLCNet: Reward-modulated Locally Connected Spiking Neural Networks Hafez Ghaemi Erfan Mirzaei Mahbod Nouri Saeed Reza Kheradpisheh 16 2 0 12 Sep 2021
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks Harideep Nair J. Shen James E. Smith 33 8 0 27 May 2021
Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation Tielin Zhang Shuncheng Jia Xiang Cheng Bo Xu 30 47 0 09 Oct 2020
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen T. Masquelier Tiejun Huang Yonghong Tian 70 506 0 11 Jul 2020
Training Deep Spiking Neural Networks Eimantas Ledinauskas J. Ruseckas Alfonsas Jursenas Giedrius Burachas 27 55 0 08 Jun 2020
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience B. Golosio Chiara De Luca C. Capone E. Pastorelli G. Stegel Gianmarco Tiddia G. Bonis P. Paolucci CLL 14 19 0 26 Mar 2020
Technical report: supervised training of convolutional spiking neural networks with PyTorch Romain Zimmer Thomas Pellegrini S. Singh T. Masquelier 20 32 0 22 Nov 2019
Spiking Neural Predictive Coding for Continual Learning from Data Streams Alexander Ororbia 21 25 0 23 Aug 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 36 98 0 06 Mar 2019
Neuromorphic Deep Learning Machines Emre Neftci C. Augustine Somnath Paul Georgios Detorakis BDL 135 258 0 16 Dec 2016