Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power
of neuromorphic datasets in the time domain

Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain

3 July 2018

Yansong Chua

Haizhou Li

Papers citing "Is Neuromorphic MNIST neuromorphic? Analyzing the discriminative power of neuromorphic datasets in the time domain"

9 / 9 papers shown

Title
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition Mohamed Sadek Bouanane D. Cherifi Elisabetta Chicca Lyes Khacef 29 13 0 14 Nov 2022
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage Alex Vicente-Sola D. L. Manna Paul Kirkland G. D. Caterina Trevor Bihl 21 8 0 29 Sep 2022
Bina-Rep Event Frames: a Simple and Effective Representation for Event-based cameras Sami Barchid José Mennesson Chaabane Djéraba 18 12 0 28 Feb 2022
An optimised deep spiking neural network architecture without gradients Y. Bethi Ying Xu Gregory Cohen A. van Schaik Saeed Afshar OOD 16 13 0 27 Sep 2021
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning Haowen Fang Brady Taylor Ziru Li Zaidao Mei Hai Helen Li Qinru Qiu 38 10 0 21 Apr 2021
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and Differences Weihua He Yujie Wu Lei Deng Guoqi Li Haoyu Wang Yang Tian Wei Ding Wenhui Wang Yuan Xie 88 125 0 02 May 2020
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Alireza Samadzadeh Fatemeh Sadat Tabatabaei Far Ali Javadi A. Nickabadi M. Chehreghani 38 49 0 27 Mar 2020
An efficient and perceptually motivated auditory neural encoding and decoding algorithm for spiking neural networks Zihan Pan Yansong Chua Jibin Wu Malu Zhang Haizhou Li E. Ambikairajah 11 34 0 03 Sep 2019
Direct Training for Spiking Neural Networks: Faster, Larger, Better Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 34 639 0 16 Sep 2018