Imagen de Portada

Dynamical phases of short-term memory mechanisms in RNNs

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kurtkaya, Bariscan, Dinc, Fatih, Yuksekgonul, Mert, Blanco-Pozo, Marta, Cirakman, Ege, Schnitzer, Mark, Yemez, Yucel, Tanaka, Hidenori, Yuan, Peng, Miolane, Nina
Formato:	Preprint
Publicado:	2025
Materias:	Neurons and Cognition
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A ghost mechanism: An analytical model of abrupt learning in recurrent networks
por: Dinc, Fatih, et al.
Publicado: (2025)

Understanding and controlling the geometry of memory organization in RNNs
por: Haputhanthri, Udith, et al.
Publicado: (2025)

Latent computing by biological neural networks: A dynamical systems framework
por: Dinc, Fatih, et al.
Publicado: (2025)

Mesoscopic description of hippocampal replay and metastability in spiking neural networks with short-term plasticity
por: Pietras, Bastian, et al.
Publicado: (2022)

How memories are stored in the brain: the declarative memory model
por: Zhang, Jie
Publicado: (2024)

Path to Intelligence: Measuring Similarity between Human Brain and Large Language Model Beyond Language Task
por: Ngo, Doai, et al.
Publicado: (2025)

An introduction to memory competitions, records and techniques
por: Wiederhold, Bastian
Publicado: (2025)

A compressed code for memory discrimination
por: Zhou, Dale, et al.
Publicado: (2025)

A dynamical memory with only one spiking neuron
por: Depannemaecker, Damien, et al.
Publicado: (2025)

Multisensory learning recruits visual neurons into an olfactory memory engram
por: Okray, Zeynep, et al.
Publicado: (2026)

Learning Dynamics of RNNs in Closed-Loop Environments
por: Ger, Yoav, et al.
Publicado: (2025)

Exploring EEG Indicators to Evaluate Listening Difficulties in Noisy Environments
por: Onaya, Azuki, et al.
Publicado: (2025)

Body Maps for Feeling of Creativity in Musical Chord Progression
por: Daikoku, Tatsuya, et al.
Publicado: (2024)

Self-organized clustering, prediction, and superposition of long-term cognitive decline from short-term individual cognitive test scores in Alzheimer's disease
por: Sato, Hiroyuki, et al.
Publicado: (2024)

Mechanistic description of spontaneous loss of memory persistent activity based on neuronal synaptic strength
por: Sanhedrai, Hillel, et al.
Publicado: (2022)

Learning reveals invisible structure in low-rank RNNs
por: Ger, Yoav, et al.
Publicado: (2026)

A Tripartite Framework for Understanding the Embodied Mind: A Comprehensive Review of Bodily Map Study
por: Daikoku, Tatsuya, et al.
Publicado: (2025)

Bayesian mechanics of self-organising systems
por: Isomura, Takuya
Publicado: (2023)

Unconsciousness reconfigures modular brain network dynamics
por: del Pozo, Sofia Morena, et al.
Publicado: (2020)

Dual mechanism of Anti-Seizure Medications in controlling seizure activity
por: Besne, Guillermo M., et al.
Publicado: (2025)

Polarization-wave propagation as a biophysical mechanism of visual cognition
por: Jang, Hyun Myung, et al.
Publicado: (2026)

Mechanisms for anesthesia, unawareness, respiratory depression, memory replay and sleep: MHb > IPN > PAG + DRN + MRN > claustrum > cortical slow waves
por: Vadovičová, Karin
Publicado: (2025)

Amortizing personalization in virtual brain twins
por: Baldy, Nina, et al.
Publicado: (2025)

Possible mechanisms underlying time perception: decoupling internal and external time
por: Kareva, Irina, et al.
Publicado: (2025)

Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics
por: Liang, Zhichao, et al.
Publicado: (2026)

Multiple mechanisms of rhythm switching in recurrent neural networks with adaptive time constants
por: Yamaguti, Yutaka, et al.
Publicado: (2026)

Digging into CTM's consciousness: A possible mechanism for CTM generating self-conscious
por: Cui, Shaoyang, et al.
Publicado: (2024)

Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
por: Bozkurt, Bariscan, et al.
Publicado: (2023)

Advancing credibility and transparency in brain-to-image reconstruction research: Reanalysis of Koide-Majima, Nishimoto, and Majima (Neural Networks, 2024)
por: Shirakawa, Ken, et al.
Publicado: (2025)

Investigating cerebral anomalies in preterm infants and associated risk factors with magnetic resonance imaging at term-equivalent age
por: Elbaz, Nicolas, et al.
Publicado: (2026)

KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation
por: Cif, L, et al.
Publicado: (2025)

More variable circadian rhythms in epilepsy captured by long-term heart rate recordings from wearable sensors
por: Smith, Billy C., et al.
Publicado: (2024)

Short-term plasticity recalls forgotten memories through a trampoline mechanism
por: Del Gaudio, Martina, et al.
Publicado: (2025)

Evolution of diverse (and advanced) cognitive abilities through adaptive fine-tuning of learning and chunking mechanisms
por: Lotem, Arnon, et al.
Publicado: (2025)

Neural mechanisms of predictive processing: a collaborative community experiment through the OpenScope program
por: Aizenbud, Ido, et al.
Publicado: (2025)

Stimulus-to-Stimulus Learning in RNNs with Cortical Inductive Biases
por: Vafidis, Pantelis, et al.
Publicado: (2024)

Long-term follow-up of DYT1 dystonia patients treated by deep brain stimulation: an open-label study
por: Cif, Laura, et al.
Publicado: (2025)

Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
por: Khajehabdollahi, Sina, et al.
Publicado: (2023)

The nature of quantum parallel processing and its implications for coding in brain neural networks: a novel computational mechanism
por: Johnson, Andrew S, et al.
Publicado: (2025)

Gravity Prior and Temporal Horizon Shape Interceptive Behavior under Active Inference
por: Russo, Marta, et al.
Publicado: (2025)