Exact learning dynamics of deep linear networks with prior knowledge

L Braun, C Dominé, J Fitzgerald… - Advances in Neural …, 2022 - proceedings.neurips.cc
Learning in deep neural networks is known to depend critically on the knowledge
embedded in the initial network weights. However, few theoretical results have precisely …

Exact learning dynamics of deep linear networks with prior knowledge

CCJ Dominé, L Braun, JE Fitzgerald… - Journal of Statistical …, 2023 - iopscience.iop.org
Learning in deep neural networks is known to depend critically on the knowledge
embedded in the initial network weights. However, few theoretical results have precisely …

From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks

CCJ Dominé, N Anguita, AM Proca, L Braun… - arXiv preprint arXiv …, 2024 - arxiv.org
Biological and artificial neural networks develop internal representations that enable them to
perform complex tasks. In artificial networks, the effectiveness of these models relies on their …

Dual learning processes underlying human decision-making in reversal learning tasks: functional significance and evidence from the model fit to human behavior

Y Bai, K Katahira, H Ohira - Frontiers in Psychology, 2014 - frontiersin.org
Humans are capable of correcting their actions based on actions performed in the past, and
this ability enables them to adapt to a changing environment. The computational field of …

A model-based markovian context-dependent reinforcement learning approach for neurobiologically plausible transfer of experience

OH Hamid - International Journal of Hybrid Intelligent Systems, 2015 - content.iospress.com
Reinforcement learning (RL) is an algorithmic theory for learning by experience optimal
action control. Two widely discussed problems within this field are the temporal credit …

[PDF][PDF] Dil Degisimlemesinin Uyarici Tepki Izlerliginin Ögrenilmesi Üzerindeki Etkisi

NB Atalay, S Ceylan, M Misirlisoy - Türk Psikoloji Dergisi, 2013 - researchgate.net
Özet Uyarıcı tepki izlerliğini öğrenme değişimlemesinde (Schmidt ve ark., 2007) kelimeler
çeşitli renklerde yazılır ve katılımcılar kelimenin rengine cevap verirler. Kelimenin renk ile …

Dil Değişimlemesinin Uyarıcı Tepki İzlerliğinin Öğrenilmesi Üzerindeki Etkisi.

N Bedin Atalay, S Ceylan… - Turkish Journal of …, 2013 - search.ebscohost.com
Özet Uyarıcı tepki izlerliğini öğrenme değişimlemesinde (Schmidt ve ark., 2007) kelimeler
çeşitli renklerde yazılır ve katılımcılar kelimenin rengine cevap verirler. Kelimenin renk ile …