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NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems

NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems

10 April 2023
Jason Yik
Korneel Van den Berghe
Douwe den Blanken
Younes Bouhadjar
Maxime Fabre
Paul Hueber
Denis Kleyko
Noah Pacik-Nelson
Pao-Sheng Vincent Sun
Guangzhi Tang
Shenqi Wang
Biyan Zhou
Soikat Hasan Ahmed
George Vathakkattil Joseph
Benedetto Leto
Aurora Micheli
Anurag Kumar Mishra
Gregor Lenz
Benedetto Leto
Zergham Ahmed
Mahmoud Akl
Brian Anderson
Andreas G. Andreou
Chiara Bartolozzi
Arindam Basu
Petrut Bogdan
Sander M. Bohté
Sonia Buckley
Gert Cauwenberghs
Elisabetta Chicca
Federico Corradi
Guido de Croon
Andreea Danielescu
Anurag Daram
Mike Davies
Yiğit Demirağ
Jason Eshraghian
Tobias Fischer
Jeremy Forest
Vittorio Fra
Steve Furber
P. Michael Furlong
William Gilpin
Aditya Gilra
Hector A. Gonzalez
Giacomo Indiveri
Siddharth Joshi
Vedant Karia
Lyes Khacef
James C. Knight
Laura Kriener
Rajkumar Kubendran
Lyes Khacef
Yao-Hong Liu
Shih-Chii Liu
Haoyuan Ma
Rajit Manohar
Josep Maria Margarit-Taulé
Christian Mayr
Konstantinos Michmizos
Dylan R. Muir
Emre Neftci
Thomas Nowotny
Fabrizio Ottati
Ayca Ozcelikkale
Priyadarshini Panda
Jongkil Park
Melika Payvand
Christian Pehle
Mihai A. Petrovici
Alessandro Pierro
Christoph Posch
Alpha Renner
Yulia Sandamirskaya
Clemens J. S. Schaefer
André van Schaik
Johannes Schemmel
Samuel Schmidgall
Catherine D. Schuman
Jae-sun Seo
Sadique Sheik
Sumit Bam Shrestha
Manolis Sifalakis
Amos Sironi
Matthew P. Stewart
Kenneth Stewart
Terrence C. Stewart
Philipp Stratmann
Jonathan Timcheck
Nergis Tömen
Gianvito Urgese
Marian Verhelst
Craig M. Vineyard
Bernhard Vogginger
Amirreza Yousefzadeh
Fatima Tuz Zohora
Charlotte Frenkel
Vijay Janapa Reddi
Charlotte Frenkel
Vijay Janapa Reddi
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Papers citing "NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems"

12 / 12 papers shown
Title
RGB-Event Fusion with Self-Attention for Collision Prediction
RGB-Event Fusion with Self-Attention for Collision Prediction
Pietro Bonazzi
Christian Vogt
Michael Jost
Haotong Qin
Lyes Khacef
Federico Paredes-Valles
Michele Magno
22
0
0
07 May 2025
Event-Based Eye Tracking. 2025 Event-based Vision Workshop
Event-Based Eye Tracking. 2025 Event-based Vision Workshop
Qinyu Chen
Chang Gao
Min Liu
Daniele Perrone
Yan Ru Pei
...
Hoang M. Truong
Vinh-Thuan Ly
Huy G. Tran
Thuan-Phat Nguyen
Tram T. Doan
30
0
0
25 Apr 2025
Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding
Adaptively Pruned Spiking Neural Networks for Energy-Efficient Intracortical Neural Decoding
Francesca Rivelli
Martin Popov
Charalampos Kouzinopoulos
Guangzhi Tang
22
0
0
15 Apr 2025
Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone
Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone
Pietro Bonazzi
Christian Vogt
Michael Jost
Lyes Khacef
Federico Paredes-Valles
Michele Magno
28
1
0
14 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons
Sanja Karilanova
Subhrakanti Dey
Ayca Ozcelikkale
41
0
0
03 Apr 2025
Leveraging Recurrent Neural Networks for Predicting Motor Movements from
  Primate Motor Cortex Neural Recordings
Leveraging Recurrent Neural Networks for Predicting Motor Movements from Primate Motor Cortex Neural Recordings
Yuanxi Wang
Zuowen Wang
Shih-Chii Liu
DRL
30
1
0
29 Oct 2024
Decoding finger velocity from cortical spike trains with recurrent
  spiking neural networks
Decoding finger velocity from cortical spike trains with recurrent spiking neural networks
Tengjun Liu
Julia Gygax
Julian Rossbroich
Yansong Chua
Shaomin Zhang
Friedemann Zenke
19
3
0
03 Sep 2024
Solving QUBO on the Loihi 2 Neuromorphic Processor
Solving QUBO on the Loihi 2 Neuromorphic Processor
Alessandro Pierro
Philipp Stratmann
Gabriel Andres Fonseca Guerra
Sumedh R. Risbud
Timothy Shea
Ashish Rao Mangalore
Andreas Wild
21
2
0
06 Aug 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework
Evaluating Human-AI Collaboration: A Review and Methodological Framework
George Fragiadakis
Christos Diou
George Kousiouris
Mara Nikolaidou
25
10
0
09 Jul 2024
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language
  Models
Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models
Rishav Mukherji
Mark Schöne
Khaleelulla Khan Nazeer
Christian Mayr
David Kappel
Anand Subramoney
27
0
0
01 May 2024
Backpropagation through space, time, and the brain
Backpropagation through space, time, and the brain
B. Ellenberger
Paul Haider
Jakob Jordan
Kevin Max
Ismael Jaras
Laura Kriener
Federico Benitez
Mihai A. Petrovici
61
8
0
25 Mar 2024
Convolutional LSTM Network: A Machine Learning Approach for
  Precipitation Nowcasting
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Xingjian Shi
Zhourong Chen
Hao Wang
Dit-Yan Yeung
W. Wong
W. Woo
190
7,816
0
13 Jun 2015
1