Title
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate Representation Sirine Arfa Bernhard Vogginger Chen Liu Johannes Partzsch Mark Schöne Christian Mayr 19 0 0 09 Apr 2025
Application-oriented automatic hyperparameter optimization for spiking neural network prototyping Vittorio Fra 55 0 0 13 Feb 2025
A Truly Sparse and General Implementation of Gradient-Based Synaptic Plasticity Jamie Lohoff Anil Kaya Florian Assmuth Emre Neftci 37 0 0 20 Jan 2025
Neuromorphic Programming: Emerging Directions for Brain-Inspired Hardware Steven Abreu Jens Egholm Pedersen 13 0 0 15 Oct 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 15 1 0 04 Jul 2024
Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware Madison Cotteret Hugh Greatorex Alpha Renner Junren Chen Emre Neftci Huaqiang Wu Giacomo Indiveri Martin Ziegler Elisabetta Chicca 25 1 0 02 May 2024
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks Sreyes P. Venkatesh Razvan Marinescu Jason Eshraghian MQ 20 5 0 15 Apr 2024
Slax: A Composable JAX Library for Rapid and Flexible Prototyping of Spiking Neural Networks Thomas M. Summe Siddharth Joshi 23 2 0 08 Apr 2024
Spyx: A Library for Just-In-Time Compiled Optimization of Spiking Neural Networks Kade Heckel Thomas Nowotny 22 2 0 29 Feb 2024
Neuromorphic hardware for sustainable AI data centers Bernhard Vogginger A. Rostami Vaibhav Jain Sirine Arfa Andreas Hantsch ... Ulrike Faltings Hector A. Gonzalez Chen Liu Christian Mayr Wolfgang Maaß 18 1 0 04 Feb 2024
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning Hector A. Gonzalez Jiaxin Huang Florian Kelber Khaleelulla Khan Nazeer Tim Langer ... Bernhard Vogginger Timo C. Wunderlich Yexin Yan Mahmoud Akl Christian Mayr 11 15 0 09 Jan 2024
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems Jason Yik Korneel Van den Berghe Douwe den Blanken Younes Bouhadjar Maxime Fabre ... Fatima Tuz Zohora Charlotte Frenkel Vijay Janapa Reddi Charlotte Frenkel Vijay Janapa Reddi 17 17 0 10 Apr 2023
EXODUS: Stable and Efficient Training of Spiking Neural Networks F. Bauer Gregor Lenz Saeid Haghighatshoar Sadique Sheik BDL 23 15 0 20 May 2022
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network Adarsha Balaji Prathyusha Adiraju H. Kashyap Anup Das J. Krichmar N. Dutt F. Catthoor 30 43 0 21 Mar 2020