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Maciej A. Nowak
ORCID
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 4
Top Topics
Activation Function
Feedforward Neural Networks
Hidden Nodes
Multilayer Perceptron
Top Venues
AISTATS
CoRR
NeuroImage
Neural Comput.
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Publications
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E. Gudowska-Nowak
,
Maciej A. Nowak
,
Dante R. Chialvo
,
Jeremi K. Ochab
,
Wojciech Tarnowski
From Synaptic Interactions to Collective Dynamics in Random Neuronal Networks Models: Critical Role of Eigenvectors and Transient Behavior.
Neural Comput.
32 (2) (2020)
Jeremi K. Ochab
,
Wojciech Tarnowski
,
Maciej A. Nowak
,
Dante R. Chialvo
On the pros and cons of using temporal derivatives to assess brain functional connectivity.
NeuroImage
184 (2019)
Wojciech Tarnowski
,
Piotr Warchol
,
Stanislaw Jastrzebski
,
Jacek Tabor
,
Maciej A. Nowak
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function.
AISTATS
(2019)
Wojciech Tarnowski
,
Piotr Warchol
,
Stanislaw Jastrzebski
,
Jacek Tabor
,
Maciej A. Nowak
Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function.
CoRR
(2018)