activity
20042024
most citedDeep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops

59 citations · 154 across the 11 of their papers we have counts for

collaborators

11 papers

cs.HC2024★ 16 cited

SoniWeight Shoes: Investigating Effects and Personalization of a Wearable Sound Device for Altering Body Perception and Behavior

A. D'Adamo, M. Roel-Lesur, L. Turmo-Vidal +6

Changes in body perception influence behavior and emotion and can be induced through multisensory feedback. Auditory feedback to one's actions can trigger such alterations; however…

cs.CL2024★ 2 cited

Your Model Is Not Predicting Depression Well And That Is Why: A Case Study of PRIMATE Dataset

Kirill Milintsevich, Kairit Sirts, Gaël Dias

This paper addresses the quality of annotations in mental health datasets used for NLP-based depression level estimation from social media texts. While previous research relies on…

cs.LG2021

Infinite-dimensional Folded-in-time Deep Neural Networks

Florian Stelzer, Serhiy Yanchuk

The method recently introduced in arXiv:2011.10115 realizes a deep neural network with just a single nonlinear element and delayed feedback. It is applicable for the description of…

cs.LG2020★ 59 cited

Deep Neural Networks using a Single Neuron: Folded-in-Time Architecture using Feedback-Modulated Delay Loops

Florian Stelzer, André Röhm, Raul Vicente +2

Deep neural networks are among the most widely applied machine learning tools showing outstanding performance in a broad range of tasks. We present a method for folding a deep neur…

cond-mat.mtrl-sci2020★ 34 cited

Graphene-ionic liquid interfacial potential drop from DFT-MD simulations

Heigo Ers, Meeri Lembinen, Maksim Mišin +3

Ionic liquids (IL) are promising electrolytes for electrochemical applications due to their remarkable stability and high charge density. Molecular dynamics simulations are essenti…

astro-ph.GA2019★ 26 cited

Hot WHIM counterparts of FUV OVI absorbers: Evidence in the line-of-sight towards quasar 3C 273

Jussi Ahoranta, Jukka Nevalainen, Nastasha Wijers +7

We explore the high spectral resolution X-ray data towards the quasar 3C273 to search for signals of hot ( K) X-ray-absorbing gas co-located with two established inte…