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Mantas Mikaitis
Mantas Mikaitis
School of Computer Science, University of Leeds
Email verificata su leeds.ac.uk - Home page
Titolo
Citata da
Citata da
Anno
sPyNNaker: a software package for running PyNN simulations on SpiNNaker
O Rhodes, PA Bogdan, C Brenninkmeijer, S Davidson, D Fellows, A Gait, ...
Frontiers in neuroscience 12, 816, 2018
1042018
The SpiNNaker 2 processing element architecture for hybrid digital neuromorphic computing
S Höppner, Y Yan, A Dixius, S Scholze, J Partzsch, M Stolba, F Kelber, ...
arXiv preprint arXiv:2103.08392, 2021
762021
Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations
M Hopkins, M Mikaitis, DR Lester, S Furber
Philosophical Transactions of the Royal Society A 378 (2166), 20190052, 2020
732020
SpiNNaker - A Spiking Neural Network Architecture
S Furber, P Bogdan
Now Publishers, 2020
732020
Stochastic rounding: implementation, error analysis and applications
M Croci, M Fasi, NJ Higham, T Mary, M Mikaitis
Royal Society Open Science 9 (3), 211631, 2022
672022
Numerical behavior of NVIDIA tensor cores
M Fasi, NJ Higham, M Mikaitis, S Pranesh
PeerJ Computer Science 7, e330, 2021
422021
Neuromodulated synaptic plasticity on the SpiNNaker neuromorphic system
M Mikaitis, G Pineda García, JC Knight, SB Furber
Frontiers in neuroscience 12, 105, 2018
412018
Approximate fixed-point elementary function accelerator for the spinnaker-2 neuromorphic chip
M Mikaitis, DR Lester, D Shang, S Furber, G Liu, J Garside, S Scholze, ...
2018 IEEE 25th Symposium on Computer Arithmetic (ARITH), 37-44, 2018
222018
Algorithms for stochastically rounded elementary arithmetic operations in IEEE 754 floating-point arithmetic
M Fasi, M Mikaitis
IEEE Transactions on Emerging Topics in Computing 9 (3), 1451-1466, 2021
212021
Stochastic rounding: Algorithms and hardware accelerator
M Mikaitis
2021 International Joint Conference on Neural Networks (IJCNN), 1-6, 2021
202021
Matrix multiplication in multiword arithmetic: error analysis and application to GPU tensor cores
M Fasi, NJ Higham, F Lopez, T Mary, M Mikaitis
SIAM Journal on Scientific Computing 45 (1), C1-C19, 2023
18*2023
CPFloat: AC library for simulating low-precision arithmetic
M Fasi, M Mikaitis
ACM Transactions on Mathematical Software 49 (2), 1-32, 2023
17*2023
Anymatrix: an extensible MATLAB matrix collection
NJ Higham, M Mikaitis
Numerical Algorithms 90 (3), 1175-1196, 2022
142022
Arithmetic Accelerators for a Digital Neuromorphic Processor
M Mikaitis
The University of Manchester (United Kingdom), 2020
42020
Anymatrix: An Extensible MATLAB Matrix Collection. Users' Guide
NJ Higham, M Mikaitis
3*2021
Issues with rounding in the GCC implementation of the ISO 18037: 2008 standard fixed-point arithmetic
M Mikaitis
2020 IEEE 27th Symposium on Computer Arithmetic (ARITH), 129-132, 2020
22020
4. Stacks of Software Stacks
A Rowley, O Rhodes, P Bogdan, C Brenninkmeijer, S Davidson, ...
22020
Monotonicity of Multi-Term Floating-Point Adders
M Mikaitis
IEEE Transactions on Computers, 2024
12024
Creating the Future
D Clark, A Dixius, S Furber, J Garside, M Hopkins, S Höppner, D Hu, ...
SpiNNaker: A Spiking Neural Network Architecture, 266-284, 2020
12020
Probabilistic error analysis of limited-precision stochastic rounding
EME Arar, M Fasi, SI Filip, M Mikaitis
arXiv preprint arXiv:2408.03069, 2024
2024
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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