GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
出版年份 2018 全文链接
标题
GPUs Outperform Current HPC and Neuromorphic Solutions in Terms of Speed and Energy When Simulating a Highly-Connected Cortical Model
作者
关键词
-
出版物
Frontiers in Neuroscience
Volume 12, Issue -, Pages -
出版商
Frontiers Media SA
发表日期
2018-12-12
DOI
10.3389/fnins.2018.00941
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Loihi: A Neuromorphic Manycore Processor with On-Chip Learning
- (2018) Mike Davies et al. IEEE MICRO
- Toward Rigorous Parameterization of Underconstrained Neural Network Models Through Interactive Visualization and Steering of Connectivity Generation
- (2018) Christian Nowke et al. Frontiers in Neuroinformatics
- Extremely Scalable Spiking Neuronal Network Simulation Code: From Laptops to Exascale Computers
- (2018) Jakob Jordan et al. Frontiers in Neuroinformatics
- Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model
- (2018) Sacha J. van Albada et al. Frontiers in Neuroscience
- Neuromodulated Synaptic Plasticity on the SpiNNaker Neuromorphic System
- (2018) Mantas Mikaitis et al. Frontiers in Neuroscience
- Simulating spiking neural networks on GPU
- (2018) Romain Brette et al. NETWORK-COMPUTATION IN NEURAL SYSTEMS
- Reproducing Polychronization: A Guide to Maximizing the Reproducibility of Spiking Network Models
- (2018) Robin Pauli et al. Frontiers in Neuroinformatics
- Breaking Liebig’s Law: An Advanced Multipurpose Neuromorphic Engine
- (2018) Runchun Wang et al. Frontiers in Neuroscience
- Obstacle Avoidance and Target Acquisition for Robot Navigation Using a Mixed Signal Analog/Digital Neuromorphic Processing System
- (2017) Moritz B. Milde et al. Frontiers in Neurorobotics
- SpineCreator: a Graphical User Interface for the Creation of Layered Neural Models
- (2016) A. J. Cope et al. NEUROINFORMATICS
- Large-Scale Simulations of Plastic Neural Networks on Neuromorphic Hardware
- (2016) James C. Knight et al. Frontiers in Neuroanatomy
- GeNN: a code generation framework for accelerated brain simulations
- (2016) Esin Yavuz et al. Scientific Reports
- A Model for an Angular Velocity-Tuned Motion Detector Accounting for Deviations in the Corridor-Centering Response of the Bee
- (2016) Alex J. Cope et al. PLoS Computational Biology
- Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms
- (2016) Alan Diamond et al. Frontiers in Neuroscience
- Synapse-Centric Mapping of Cortical Models to the SpiNNaker Neuromorphic Architecture
- (2016) James C. Knight et al. Frontiers in Neuroscience
- Deep learning in neural networks: An overview
- (2015) Jürgen Schmidhuber NEURAL NETWORKS
- Trainable sensorimotor mapping in a neuromorphic robot
- (2015) Jörg Conradt et al. ROBOTICS AND AUTONOMOUS SYSTEMS
- Scalability of Asynchronous Networks Is Limited by One-to-One Mapping between Effective Connectivity and Correlations
- (2015) Sacha Jennifer van Albada et al. PLoS Computational Biology
- ANNarchy: a code generation approach to neural simulations on parallel hardware
- (2015) Julien Vitay et al. Frontiers in Neuroinformatics
- A framework for plasticity implementation on the SpiNNaker neural architecture
- (2015) Francesco Galluppi et al. Frontiers in Neuroscience
- A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses
- (2015) Ning Qiao et al. Frontiers in Neuroscience
- Engineering a memory with LTD and LTP
- (2014) Sadegh Nabavi et al. NATURE
- The SpiNNaker Project
- (2014) Steve B. Furber et al. PROCEEDINGS OF THE IEEE
- A million spiking-neuron integrated circuit with a scalable communication network and interface
- (2014) P. A. Merolla et al. SCIENCE
- Equation-oriented specification of neural models for simulations
- (2014) Marcel Stimberg et al. Frontiers in Neuroinformatics
- Real-time million-synapse simulation of rat barrel cortex
- (2014) Thomas Sharp et al. Frontiers in Neuroscience
- A novel CPU/GPU simulation environment for large-scale biologically realistic neural modeling
- (2013) Roger V. Hoang et al. Frontiers in Neuroinformatics
- The Cell-Type Specific Cortical Microcircuit: Relating Structure and Activity in a Full-Scale Spiking Network Model
- (2012) Tobias C. Potjans et al. CEREBRAL CORTEX
- Power-efficient simulation of detailed cortical microcircuits on SpiNNaker
- (2012) Thomas Sharp et al. JOURNAL OF NEUROSCIENCE METHODS
- Connectivity reflects coding: a model of voltage-based STDP with homeostasis
- (2010) Claudia Clopath et al. NATURE NEUROSCIENCE
- A General and Efficient Method for Incorporating Precise Spike Times in Globally Time-Driven Simulations
- (2010) Alexander Hanuschkin et al. Frontiers in Neuroinformatics
- PyNN: a common interface for neuronal network simulators
- (2009) Andrew P Davison Frontiers in Neuroinformatics
- Phenomenological models of synaptic plasticity based on spike timing
- (2008) Abigail Morrison et al. BIOLOGICAL CYBERNETICS
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now