activity
20102021
most citedNeuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System

126 citations · 481 across the 19 of their papers we have counts for

collaborators

19 papers

cs.AR2021★ 22 cited

Hardware Implementation of an OPC UA Server for Industrial Field Devices

Heiner Bauer, Sebastian Höppner, Chris Iatrou +13

Industrial plants suffer from a high degree of complexity and incompatibility in their communication infrastructure, caused by a wild mix of proprietary technologies. This prevents…

cs.AR2021★ 34 cited

The SpiNNaker 2 Processing Element Architecture for Hybrid Digital Neuromorphic Computing

Sebastian Höppner, Yexin Yan, Andreas Dixius +15

This paper introduces the processing element architecture of the second generation SpiNNaker chip, implemented in 22nm FDSOI. On circuit level, the chip features adaptive body bias…

cs.NE2020★ 52 cited

Low-Power Low-Latency Keyword Spotting and Adaptive Control with a SpiNNaker 2 Prototype and Comparison with Loihi

Yexin Yan, Terrence C. Stewart, Xuan Choo +7

We implemented two neural network based benchmark tasks on a prototype chip of the second-generation SpiNNaker (SpiNNaker 2) neuromorphic system: keyword spotting and adaptive robo…

cs.NE2020★ 7 cited

The Operating System of the Neuromorphic BrainScaleS-1 System

Eric Müller, Sebastian Schmitt, Christian Mauch +19

BrainScaleS-1 is a wafer-scale mixed-signal accelerated neuromorphic system targeted for research in the fields of computational neuroscience and beyond-von-Neumann computing. The…

cs.ET2019★ 89 cited

SpiNNaker 2: A 10 Million Core Processor System for Brain Simulation and Machine Learning

Christian Mayr, Sebastian Hoeppner, Steve Furber

SpiNNaker is an ARM-based processor platform optimized for the simulation of spiking neural networks. This brief describes the roadmap in going from the current SPINNaker1 system,…

cs.ET2019

Mean Field Approach for Configuring Population Dynamics on a Biohybrid Neuromorphic System

Johannes Partzsch, Christian Mayr, Massimiliano Giulioni +6

Real-time coupling of cell cultures to neuromorphic circuits necessitates a neuromorphic network that replicates biological behaviour both on a per-neuron and on a population basis…