The fractal brain: scale-invariance in structure and dynamics

GF Grosu, AV Hopp, VV Moca, H Bârzan… - Cerebral …, 2023 - academic.oup.com
The past 40 years have witnessed extensive research on fractal structure and scale-free
dynamics in the brain. Although considerable progress has been made, a comprehensive …

Distinct inhibitory circuits orchestrate cortical beta and gamma band oscillations

G Chen, Y Zhang, X Li, X Zhao, Q Ye, Y Lin, HW Tao… - Neuron, 2017 - cell.com
Distinct subtypes of inhibitory interneuron are known to shape diverse rhythmic activities in
the cortex, but how they interact to orchestrate specific band activity remains largely …

Analysis of slow (theta) oscillations as a potential temporal reference frame for information coding in sensory cortices

C Kayser, RAA Ince, S Panzeri - 2012 - journals.plos.org
While sensory neurons carry behaviorally relevant information in responses that often
extend over hundreds of milliseconds, the key units of neural information likely consist of …

Primary visual cortex represents the difference between past and present

N Nortmann, S Rekauzke, S Onat, P König… - Cerebral …, 2015 - academic.oup.com
The visual system is confronted with rapidly changing stimuli in everyday life. It is not well
understood how information in such a stream of input is updated within the brain. We …

Fractional superlets

H Bârzan, VV Moca, AM Ichim… - 2020 28th European …, 2021 - ieeexplore.ieee.org
The Continuous Wavelet Transform (CWT) provides a multi-resolution representation of a
signal by scaling a mother wavelet and convolving it with the signal. The scalogram …

Hold your methods! how multineuronal firing ensembles can be studied using classical spike-train analysis techniques

OF Jurjuţ, M Gheorghiu, W Singer, D Nikolić… - Frontiers in systems …, 2019 - frontiersin.org
Responses of neuronal populations play an important role in the encoding of stimulus
related information. However, the inherent multidimensionality required to describe …

Neurons in Context

V Lux - The Neuron in Context, 2024 - Springer
A neuron is not an isolated entity, but rather relies heavily on its surrounding cellular
environment for survival and proper functioning. This chapter examines the various contexts …

Detecting Non-Redundant Collective Activity of Neurons

MD Gheorghiu, A Nagy-Dăbâcan… - 2019 IEEE 15th …, 2019 - ieeexplore.ieee.org
Brain activity is characterized by the activity of huge number of neurons that are densely
connected in complex networks. Detecting how neural activity is coordinated across time …

A Machine Learning Approach to Investigate Fronto-Parietal Neural Ensemble Dynamics During Complex Behavior

M Gheorghiu, A Ciuparu, B Mimica… - … , Quality and Testing …, 2020 - ieeexplore.ieee.org
Brain circuits exhibit very complex dynamics, where individual neurons fire action potentials
determining coordinated activity patterns. During behavior, a multitude of brain areas are …

[引用][C] Deep Spiking Neural Network Architecture for the Classification of Spatio-Temporal Data

DK Shah - 2023 - Auckland University of Technology