X-Git-Url: https://bilbo.iut-bm.univ-fcomte.fr/and/gitweb/presentation_reservoir.git/blobdiff_plain/f95a695c27ea2ecd2e2f918fb084642227063290..7d8225ff1cf843da9d5f2b811410e1cce1a298df:/reservoir.tex?ds=sidebyside

diff --git a/reservoir.tex b/reservoir.tex
index 82dbdf3..a0b7f5f 100644
--- a/reservoir.tex
+++ b/reservoir.tex
@@ -318,16 +318,49 @@ Application on the MNIST problem}
 \end{frame}
 
 \begin{frame}{Performances of the parallel code} % Slide 12
-  % To be completed
+  \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\\}
+     \begin{itemize}
+    \item using many small reservoirs and using one read out\\
+    \item using a simple 3x3 convolution
+    \item best result: around 3\%
+    \end{itemize}
+    % 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
@@ -344,6 +377,7 @@ Application on the MNIST problem}
     \item An evaluation on the MNIST problem
     \end{itemize}
   \end{femtoBlock}
+  \smallskip
   \begin{femtoBlock}
     {Future works\\}
     \begin{itemize}
@@ -353,6 +387,12 @@ 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)
