Cover Image

Demonstrating the Advantages of Analog Wafer-Scale Neuromorphic Hardware

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Schmidt, Hartmut, Grübl, Andreas, Montes, José, Müller, Eric, Schmitt, Sebastian, Schemmel, Johannes
Format:	Preprint
Published:	2024
Subjects:	Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Amortized Inference of Neuron Parameters on Analog Neuromorphic Hardware
by: Kaiser, Jakob, et al.
Published: (2026)

hxtorch: PyTorch for BrainScaleS-2 -- Perceptrons on Analog Neuromorphic Hardware
by: Spilger, Philipp, et al.
Published: (2020)

jaxsnn: Event-driven Gradient Estimation for Analog Neuromorphic Hardware
by: Müller, Eric, et al.
Published: (2024)

Scalable Network Emulation on Analog Neuromorphic Hardware
by: Arnold, Elias, et al.
Published: (2024)

Short-reach Optical Communications: A Real-world Task for Neuromorphic Hardware
by: Arnold, Elias, et al.
Published: (2024)

Demonstrating Analog Inference on the BrainScaleS-2 Mobile System
by: Stradmann, Yannik, et al.
Published: (2021)

Integrating programmable plasticity in experiment descriptions for analog neuromorphic hardware
by: Spilger, Philipp, et al.
Published: (2024)

Reproduction of AdEx dynamics on neuromorphic hardware through data embedding and simulation-based inference
by: Huhle, Jakob, et al.
Published: (2024)

Higher-Order Neuromorphic Ising Machines -- Autoencoders and Fowler-Nordheim Annealers are all you need for Scalability
by: Ahsan, Faiek, et al.
Published: (2025)

Real-time processing of analog signals on accelerated neuromorphic hardware
by: Stradmann, Yannik, et al.
Published: (2026)

Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware
by: Chen, Zhenhui, et al.
Published: (2025)

Emulating insect brains for neuromorphic navigation
by: Schreiber, Korbinian, et al.
Published: (2023)

Analysis of Generalized Hebbian Learning Algorithm for Neuromorphic Hardware Using Spinnaker
by: Sharma, Shivani, et al.
Published: (2024)

Finger Force Decoding from Motor Units Activity on Neuromorphic Hardware
by: Baracat, Farah, et al.
Published: (2025)

Lu.i -- A low-cost electronic neuron for education and outreach
by: Stradmann, Yannik, et al.
Published: (2024)

Wafer2Spike: Spiking Neural Network for Wafer Map Pattern Classification
by: Mishra, Abhishek, et al.
Published: (2024)

Neuromorphic Control for 3D Navigation in Minecraft Using Genetic Algorithms
by: Zipor, Eric
Published: (2026)

YANA: Bridging the Neuromorphic Simulation-to-Hardware Gap
by: Pachideh, Brian, et al.
Published: (2026)

Maximizing Information in Neuron Populations for Neuromorphic Spike Encoding
by: Ferdaoussi, Ahmad El, et al.
Published: (2024)

Neuromorphic Astronomy: An End-to-End SNN Pipeline for RFI Detection Hardware
by: Pritchard, Nicholas J., et al.
Published: (2025)

NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware
by: Pande, Shubham, et al.
Published: (2024)

A Case for Hypergraphs to Model and Map SNNs on Neuromorphic Hardware
by: Ronzani, Marco, et al.
Published: (2026)

Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing
by: Chen, Xinyi, et al.
Published: (2025)

ON-OFF Neuromorphic ISING Machines using Fowler-Nordheim Annealers
by: Chen, Zihao, et al.
Published: (2024)

On the Sampling Sparsity of Neuromorphic Analog-to-Spike Conversion based on Leaky Integrate-and-Fire
by: Moser, Bernhard A., et al.
Published: (2024)

Event-driven Robust Fitting on Neuromorphic Hardware
by: Nguyen, Tam Ngoc-Bang, et al.
Published: (2025)

Distributed Representations Enable Robust Multi-Timescale Symbolic Computation in Neuromorphic Hardware
by: Cotteret, Madison, et al.
Published: (2024)

Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons
by: Boeshertz, Gauthier, et al.
Published: (2024)

Hardware-Aware Model Design and Training of Silicon-based Analog Neural Networks
by: Filippeschi, Giulio, et al.
Published: (2025)

A Neuromorphic Electronic Nose Design
by: Rastogi, Shavika, et al.
Published: (2024)

A Neuromorphic Implementation of the DBSCAN Algorithm
by: Rizzo, Charles P., et al.
Published: (2024)

Trackable Agent-based Evolution Models at Wafer Scale
by: Moreno, Matthew Andres, et al.
Published: (2024)

Trackable Island-model Genetic Algorithms at Wafer Scale
by: Moreno, Matthew Andres, et al.
Published: (2024)

HiAER-Spike: Hardware-Software Co-Design for Large-Scale Reconfigurable Event-Driven Neuromorphic Computing
by: Frank, Gwenevere, et al.
Published: (2025)

Neuromorphic circuit for temporal odor encoding in turbulent environments
by: Rastogi, Shavika, et al.
Published: (2024)

STEMNIST: Spiking Tactile Extended MNIST Neuromorphic Dataset
by: Tripathi, Anubhab, et al.
Published: (2026)

A Realistic Simulation Framework for Analog/Digital Neuromorphic Architectures
by: Quintana, Fernando M., et al.
Published: (2024)

Dense Associative Memories with Analog Circuits
by: Bacvanski, Marc Gong, et al.
Published: (2025)

Genetic Motifs as a Blueprint for Mismatch-Tolerant Neuromorphic Computing
by: Boccato, Tommaso, et al.
Published: (2024)

Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones
by: Yarga, Sidi Yaya Arnaud, et al.
Published: (2024)