Lista de obras -

A Biohybrid Setup for Coupling Biological and Neuromorphic Neural Networks

artículo científico publicado en 2019

A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits

artículo científico publicado en 2015

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems

artículo científico publicado en 2011

A fixed point exponential function accelerator for a neuromorphic many-core system

A location-independent direct link neuromorphic interface

Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks

artículo científico publicado en 2011

Analyzing the scaling of connectivity in neuromorphic hardware and in models of neural networks

artículo científico publicado en 2011

Configurable analog-digital conversion using the neural engineering framework

artículo científico publicado en 2014

Developing structural constraints on connectivity for biologically embedded neural networks

artículo científico publicado en 2012

Dynamic voltage and frequency scaling for neuromorphic many-core systems

article published in 2017

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

scientific article published on 27 March 2019

Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system

scholarly article published May 2012

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems

scholarly article published May 2017

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems

scholarly article published September 2013

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

scholarly article by Chen Liu et al published 2018 in Frontiers in Neuroscience

Network-driven design principles for neuromorphic systems

artículo científico publicado en 2015

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system

scholarly article published May 2017

On the relation between bursts and dynamic synapse properties: a modulation-based ansatz

artículo científico publicado en 2009

Pattern representation and recognition with accelerated analog neuromorphic systems

Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management

artículo científico publicado en 2024

Plasticity and Adaptation in Neuromorphic Biohybrid Systems

artículo científico publicado en 2020

Rate and pulse based plasticity governed by local synaptic state variables

artículo científico publicado en 2010

Reducing the computational footprint for real-time BCPNN learning

artículo científico publicado en 2015

Switched-capacitor realization of presynaptic short-term-plasticity and stop-learning synapses in 28 nm CMOS.

artículo científico publicado en 2015

The operating system of the neuromorphic BrainScaleS-1 system

artículo científico publicado en 2022

VLSI Implementation of a 2.8 Gevent/s Packet-Based AER Interface with Routing and Event Sorting Functionality

artículo científico

Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation ⬇️

artículo científico publicado en 2012

Lista de obras de

A Biohybrid Setup for Coupling Biological and Neuromorphic Neural Networks

A Biological-Realtime Neuromorphic System in 28 nm CMOS Using Low-Leakage Switched Capacitor Circuits

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems

A fixed point exponential function accelerator for a neuromorphic many-core system

A location-independent direct link neuromorphic interface

Accuracy evaluation of numerical methods used in state-of-the-art simulators for spiking neural networks

Analyzing the scaling of connectivity in neuromorphic hardware and in models of neural networks

Configurable analog-digital conversion using the neural engineering framework

Developing structural constraints on connectivity for biologically embedded neural networks

Dynamic voltage and frequency scaling for neuromorphic many-core systems

Efficient Reward-Based Structural Plasticity on a SpiNNaker 2 Prototype

Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system

Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems

Live demonstration: Ethernet communication linking two large-scale neuromorphic systems

Memory-Efficient Deep Learning on a SpiNNaker 2 Prototype

Network-driven design principles for neuromorphic systems

Neuromorphic hardware in the loop: Training a deep spiking network on the BrainScaleS wafer-scale system

On the relation between bursts and dynamic synapse properties: a modulation-based ansatz

Pattern representation and recognition with accelerated analog neuromorphic systems

Performance models and energy-optimal scheduling of DNNs on many-core hardware with dynamic power management

Plasticity and Adaptation in Neuromorphic Biohybrid Systems

Rate and pulse based plasticity governed by local synaptic state variables

Reducing the computational footprint for real-time BCPNN learning

Switched-capacitor realization of presynaptic short-term-plasticity and stop-learning synapses in 28 nm CMOS.

The operating system of the neuromorphic BrainScaleS-1 system

VLSI Implementation of a 2.8 Gevent/s Packet-Based AER Interface with Routing and Event Sorting Functionality

Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation ⬇️