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06/16/2023
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices
Simulation speed matters for neuroscientific research: this includes not...
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11/13/2022
NREM and REM: cognitive and energetic gains in thalamo-cortical sleeping and awake spiking model
Sleep is essential for learning and cognition, but the mechanisms by whi...
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07/28/2020
A new GPU library for fast simulation of large-scale networks of spiking neurons
Over the past decade there has been a growing interest in the developmen...
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03/26/2020
Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience
The brain exhibits capabilities of fast incremental learning from few no...
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02/22/2019
Scaling of a large-scale simulation of synchronous slow-wave and asynchronous awake-like activity of a cortical model with long-range interconnections
Cortical synapse organization supports a range of dynamic states on mult...
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12/12/2018
Real-time cortical simulations - Energy and interconnect scaling on distributed systems
We profile the impact of computation and inter-processor communication o...
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10/24/2018
Sleep-like slow oscillations improve image classification through synaptic homeostasis and memory association in a thalamo-cortical model
The occurrence of sleep passed through the evolutionary sieve and is wid...
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10/24/2018
Sleep-like slow oscillations induce hierarchical memory association and synaptic homeostasis in thalamo-cortical simulations
The occurrence of sleep is widespread over the large majority of animal ...
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04/11/2018
Large Scale Low Power Computing System - Status of Network Design in ExaNeSt and EuroExa Projects
The deployment of the next generation computing platform at ExaFlops sca...
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04/10/2018
The Brain on Low Power Architectures - Efficient Simulation of Cortical Slow Waves and Asynchronous States
Efficient brain simulation is a scientific grand challenge, a parallel/d...
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03/23/2018
Gaussian and exponential lateral connectivity on distributed spiking neural network simulation
We measured the impact of long-range exponentially decaying intra-areal ...
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08/20/2014