Cover Image

Application of an attention-based CNN-BiLSTM framework for in vivo two-photon calcium imaging of neuronal ensembles: decoding complex bilateral forelimb movements from unilateral M1

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mirzaee, Ghazal, Chang, Jonathan, Latifi, Shahrzad
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data
by: Zhang, Xiaohui, et al.
Published: (2024)

A large-scale complexity-graded dataset of neuronal images and annotations
by: Chen, Wu, et al.
Published: (2025)

Precision microfluidic control of neuronal ensembles in cultured cortical networks
by: Murota, Hakuba, et al.
Published: (2024)

INTENSE: Detecting and disentangling neuronal selectivity in calcium imaging data
by: Pospelov, Nikita, et al.
Published: (2026)

Field-theoretic approach to compartmental neuronal networks: impact of dendritic calcium spike-dependent bursting
by: Teasley, Audrey O'Brien, et al.
Published: (2025)

Directional intermodular coupling enriches functional complexity in biological neuronal networks
by: Monma, Nobuaki, et al.
Published: (2024)

Inverse receptive field attention for naturalistic image reconstruction from the brain
by: Le, Lynn, et al.
Published: (2025)

How EEG preprocessing shapes decoding performance
by: Kessler, Roman, et al.
Published: (2024)

Computational characterization of the role of an attention schema in controlling visuospatial attention
by: Piefke, Lotta, et al.
Published: (2024)

Multi state neurons
by: Worden, Robert
Published: (2025)

Activity-dependent neuromodulation and calcium homeostasis cooperate to produce robust and modulable neuronal function
by: Fyon, Arthur, et al.
Published: (2024)

Network Dynamics of Emotional Processing: A Structural Balance Theory Approach
by: Gourabi, Sepehr, et al.
Published: (2024)

Learning to cluster neuronal function
by: Nellen, Nina S., et al.
Published: (2025)

A point process approach for the classification of noisy calcium imaging data
by: Burzacchi, Arianna, et al.
Published: (2024)

Prospective and retrospective coding in cortical neurons
by: Brandt, Simon, et al.
Published: (2024)

Comparing fingers and gestures for bci control using an optimized classical machine learning decoder
by: Keller, D., et al.
Published: (2024)

Mathematical representation of the structure of neuron-glia networks
by: Peña-Garcia, Marco, et al.
Published: (2021)

Spatiotemporal bursting in simulated cultures of cortical neurons
by: Stiber, Michael, et al.
Published: (2026)

Imaging mitochondrial calcium dynamics in the central nervous system
by: Serrat, Roman, et al.
Published: (2024)

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

Maximum entropy models of neuronal populations at and off criticality
by: Simões, T. S. A. N., et al.
Published: (2025)

Role of connectivity anisotropies in the dynamics of cultured neuronal networks
by: Houben, Akke Mats, et al.
Published: (2025)

The interplay of common noise and finite pulses on biological neurons
by: Afifurrahman, et al.
Published: (2024)

An outlook on extracellular waveforms produced by the three neuronal compartments
by: Sibille, Jérémie, et al.
Published: (2026)

Motor skill learning by increasing the movement planning horizon
by: Bashford, Luke, et al.
Published: (2014)

Selectivity gain in olfactory receptor neuron at optimal odor concentration
by: Vidybida, A. K.
Published: (2025)

Phase transformation and synchrony for a network of coupled Izhikevich neurons
by: Byrne, Áine
Published: (2024)

Efficient optimization of ODE neuron models using gradient descent
by: Jones, Ilenna Simone, et al.
Published: (2024)

Inferring collective synchrony observing spiking of one or several neurons
by: Pikovsky, Arkady, et al.
Published: (2025)

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

Geometrical determinant of nonlinear synaptic integration in human cortical pyramidal neurons
by: Yoon, Jaeyoung
Published: (2024)

Network structural change point detection and reconstruction for balanced neuronal networks
by: Chen, Kai, et al.
Published: (2025)

Learning sequence timing and control of replay speed in networks of spiking neurons
by: Lober, Melissa, et al.
Published: (2026)

Implementing feature binding through dendritic networks of a single neuron
by: Tang, Yuanhong, et al.
Published: (2024)

Subthreshold moment analysis of neuronal populations driven by synchronous synaptic inputs
by: Becker, Logan A., et al.
Published: (2025)

Convolutional method for data assimilation An improved method on neuronal electrophysiological data
by: Li, Dawei, et al.
Published: (2025)

Escape time in bistable neuronal populations driven by colored synaptic noise
by: Vinci, Gianni Valerio, et al.
Published: (2024)

Emergent rate-based dynamics in duplicate-free populations of spiking neurons
by: Schmutz, Valentin, et al.
Published: (2023)

Influence of nicotine and alcohol on sleep latency: the reward-attention circuit model
by: Guimarães, Karine
Published: (2019)

Two-phase quadratic integrate-and-fire neurons: Exact low-dimensional description for ensembles of finite-voltage neurons
by: Cestnik, Rok
Published: (2026)