Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern
Recognition on Neuromorphic Hardware

Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware

30 May 2022

Simon F. Müller-Cleve

Alejandro Pequeño-Zurro

Daniel Klepatsch

D. G. Ivanovich

Shavika Rastogi

Gianvito Urgese

Friedemann Zenke

Chiara Bartolozzi

Papers citing "Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware"

14 / 14 papers shown

Title
Towards efficient keyword spotting using spike-based time difference encoders Alejandro Pequeño-Zurro Lyes Khacef S. Panzeri Elisabetta Chicca AI4TS 38 0 0 19 Mar 2025
Application-oriented automatic hyperparameter optimization for spiking neural network prototyping Vittorio Fra 60 0 0 13 Feb 2025
Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks Roel Koopman Amirreza Yousefzadeh Mahyar Shahsavari Guangzhi Tang Manolis Sifalakis 18 0 0 09 Aug 2024
A frugal Spiking Neural Network for unsupervised classification of continuous multivariate temporal data Sai Deepesh Pokala Marie Bernert Takuya Nanami Takashi Kohno Timothée Lévi B. Yvert 15 0 0 08 Aug 2024
SNNGX: Securing Spiking Neural Networks with Genetic XOR Encryption on RRAM-based Neuromorphic Accelerator Kwunhang Wong Song-jian Wang Wei Huang Xinyuan Zhang Yangu He ... Yuzhong Jiao Ning Lin Xiaojuan Qi Xiaoming Chen Zhongrui Wang AAML 31 0 0 21 Jul 2024
Natively neuromorphic LMU architecture for encoding-free SNN-based HAR on commercial edge devices Vittorio Fra Benedetto Leto Andrea Pignata Enrico Macii Gianvito Urgese 20 1 0 04 Jul 2024
Low-power event-based face detection with asynchronous neuromorphic hardware Caterina Caccavella Federico Paredes-Valles Marco Cannici Lyes Khacef 17 5 0 21 Dec 2023
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing Jens Egholm Pedersen Steven Abreu Matthias Jobst Gregor Lenz Vittorio Fra ... Gianvito Urgese Sadasivan Shankar Terrence C. Stewart Jason Eshraghian Sadique Sheik 25 30 0 24 Nov 2023
WaLiN-GUI: a graphical and auditory tool for neuron-based encoding Simon F. Müller-Cleve Fernando M. Quintana Vittorio Fra Pedro L. Galindo Fernando Perez-Peña Gianvito Urgese Chiara Bartolozzi 19 0 0 25 Oct 2023
The Intel Neuromorphic DNS Challenge Jonathan Timcheck S. Shrestha D. B. Rubin A. Kupryjanow Garrick Orchard Lukasz Pindor Timothy M. Shea Mike Davies 19 26 0 16 Mar 2023
ETLP: Event-based Three-factor Local Plasticity for online learning with neuromorphic hardware Fernando M. Quintana Fernando Perez-Peña Pedro L. Galindo Emre O. Netfci Elisabetta Chicca Lyes Khacef 11 10 0 19 Jan 2023
Impact of spiking neurons leakages and network recurrences on event-based spatio-temporal pattern recognition Mohamed Sadek Bouanane D. Cherifi Elisabetta Chicca Lyes Khacef 14 13 0 14 Nov 2022
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 73 124 0 02 May 2020
InceptionTime: Finding AlexNet for Time Series Classification Hassan Ismail Fawaz Benjamin Lucas Germain Forestier Charlotte Pelletier Daniel F. Schmidt J. Weber Geoffrey I. Webb L. Idoumghar Pierre-Alain Muller Franccois Petitjean AI4TS 85 1,058 0 11 Sep 2019