Neuronove Site BP DP

From MerlinWiki
Jump to: navigation, search

Neuronové sítě pro BP/DP

Vítejte na založené pro studenty, kteří používají NNs pro své studentské projekty. Welcome on a wiki page created for students using NNs for their bachelor and diploma projects. Language: you can contribute to this page in English, Czech or Slovak, please, if possible, use English as there is a number of people that do not understand enough Czech. Do not worry about errors, this is not a Cambridge certificate Exam, but a technical page.

This is a WIKI ! Please do not ask someone else (a senior guy) to change/correct/add something, please do it immediately yourself ! Thanks a lot !

People (students, seniors) working with NNs

NN_people_current - who's currently working on NNs on what and who supervises it ?

NN_people_past - who worked at FIT on NNs plus links to public versions of reports.

Past people and past FIT projects on NNs

... please list past people that have worked on NNs at FIT, including pointers to the public versions of their BPs or NNs

Reading on NNs


Learning Deep Architectures for AI

The Loss Surfaces of Multilayer Networks

ReLU activation

Neural Networks - Tricks of Trade

Specific to RNNs

STATISTICAL LANGUAGE MODELS BASED ON NEURAL NETWORKS

CONTEXT DEPENDENT RECURRENT NEURAL NETWORK LANGUAGE MODEL

LEARNING LONGER MEMORY IN RECURRENT NEURAL NETWORKS

On the difficulty of training recurrent neural networks

ADVANCES IN OPTIMIZING RECURRENT NETWORKS

An Empirical Exploration of Recurrent Network Architectures

Long-Short Term Memory

Simple Recurrent Network by Elman

popular reading

Toolkits

... please complete with links ...

  • Theano
  • Keras
  • Torch
  • KALDI

Teaching materials

... please complete missing links ...

=> anyone that knows about some good tutorial, put it there.

SW repositories

... to be completed

Web pages on NNs

Data-sets

put here links to datasets that can be shared...

Financial BP/DPs

... Igi to put here a link to special page ...

Communication

Google group: https://groups.google.com/forum/#!forum/nn-fit moderated by Honza - ask to join the group.

please, before posting a question:

  • run search on the history if the problem has not been already solved.
  • use the google group not only to ask, but also to report SOLVED problems !

Meetings

  • nn_2015_10_26 - the first one, presentations of people, etc
  • next one 9.11. 14:00 - Lucas a course on LR + presentation of very nice and very bad stuff.