From d137c8b8a5eaf8701ecfecbc23b7c7187e77819e Mon Sep 17 00:00:00 2001 From: Michel Salomon Date: Sat, 31 Oct 2015 10:12:12 +0100 Subject: [PATCH 1/1] Outline of the missing slides content --- reservoir.tex | 47 +++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 39 insertions(+), 8 deletions(-) diff --git a/reservoir.tex b/reservoir.tex index 950da0f..14c47ef 100644 --- a/reservoir.tex +++ b/reservoir.tex @@ -318,20 +318,44 @@ Application on the MNIST problem} \end{frame} \begin{frame}{Performances of the parallel code} % Slide 12 - % To be completed - 10000 images:\\ - 1000 reservoirs of 2 neurons, error : 3.85\%\\ - 1 reservoir of 2000 neurons, error : 7.14\% - \includegraphics[width=7.5cm]{speedup.pdf} + \begin{femtoBlock} + {Classification error for 10000 images\\} + \begin{itemize} + \item 1000 reservoirs of 2 neurons $\rightarrow$ error : 3.85\%\\ + \item 1 reservoir of 2000 neurons $\rightarrow$ error : 7.14\% + \end{itemize} + \end{femtoBlock} + \begin{femtoBlock} + {Speedup\\} + \centering + \includegraphics[width=7.25cm]{speedup.pdf} + \end{femtoBlock} \end{frame} \begin{frame}{Exploring ways to improve the results} % Slide 13 - % Tableau recapitulant les performances + \begin{femtoBlock} + {Using the parallel NTC code\\} + % 1 - Partitionnement d'un reservoir en plein de petits sous-reservoirs + % 2 - Pre-traitement pour convolution + \end{femtoBlock} + \smallskip + \begin{femtoBlock} + {Using the Ogger library\\} + % Parler des travaux de Niels + % 1 - Augmentation du jeu de donnees par des images deformees + % 2 - Comites de reservoir + \end{femtoBlock} \end{frame} \begin{frame}{Comparison with other approaches} % Slide 14 - % 1 - Convolutional Neural Networks - % 2 - Reservoir en pipeline (papier de 2015) + \begin{femtoBlock} + {Convolutional Neural Networks\\} + % 1 - Convolutional Neural Networks + \end{femtoBlock} + \begin{femtoBlock} + {Multilayer reservoir computing} + % 2 - Reservoir en pipeline (papier des belges de 2015) + \end{femtoBlock} \end{frame} \begin{frame}{Comparison with other approaches} % Slide 15 @@ -348,6 +372,7 @@ Application on the MNIST problem} \item An evaluation on the MNIST problem \end{itemize} \end{femtoBlock} + \smallskip \begin{femtoBlock} {Future works\\} \begin{itemize} @@ -357,6 +382,12 @@ Application on the MNIST problem} \item Committees \item Correct errors of a reservoir by another one \end{itemize} + \item Other applications + \begin{itemize} + \item Simulation of lung motion + \item Airflow prediction + \item etc. + \end{itemize} \end{itemize} \end{femtoBlock} %Many perspectives (we are just beginning) -- 2.39.5