2 citations · 4 across the 9 of their papers we have counts for
11 papers
Accurate linear modeling of EEG-based cortical activity during a passive motor task with input: a sub-space identification approach
Sanna Bakels, Mark van de Ruit, Matin Jafarian
This paper studies linear mathematical modeling of brain's cortical dynamics using electroencephalography (EEG) data in an experiment with continuous exogenous input. The EEG data…
Uncertainty Partitioning with Probabilistic Feasibility and Performance Guarantees for Chance-Constrained Optimization
Francesco Cordiano, Matin Jafarian, Bart De Schutter
We propose a novel distribution-free scheme to solve optimization problems where the goal is to minimize the expected value of a cost function subject to probabilistic constraints.…
Astrocytic gliotransmission as a pathway for stable stimulation of post-synaptic spiking: Implications for working memory
Valentin Würzbauer, Kerstin Lenk, Matin Jafarian
The brain consists not only of neurons but also of non-neuronal cells, including astrocytes. Recent discoveries in neuroscience suggest that astrocytes directly regulate neuronal a…
Utility of the Koopman operator in output regulation of disturbed nonlinear systems
Bart Kieboom, Maria Bartzioka, Matin Jafarian
This paper studies the problem of output regulation for a class of nonlinear systems experiencing matched input disturbances. It is assumed that the disturbance signal is generated…
Stochastic Stability of Discrete-time Phase-coupled Oscillators over Uncertain and Random Networks
Matin Jafarian, Mohammad H. Mamduhi, Karl H. Johansson
This article studies stochastic relative phase stability, i.e., stochastic phase-cohesiveness, of discrete-time phase-coupled oscillators. Stochastic phase-cohesiveness in two type…
Analysis of free recall dynamics of an abstract working memory model
Gianluca Villani, Matin Jafarian, Anders Lansner +1
This paper analyzes the free recall dynamics of a working memory model. Free recalling is the reactivation of a stored pattern in the memory in the absence of the pattern. Our free…
Stochastic phase-cohesiveness of discrete-time Kuramoto oscillators in a frequency-dependent tree network
Matin Jafarian, Mohammad H. Mamduhi, Karl H. Johansson
This paper presents the notion of stochastic phase-cohesiveness based on the concept of recurrent Markov chains and studies the conditions under which a discrete-time stochastic Ku…
Synchronization of Kuramoto oscillators in a bidirectional frequency-dependent tree network
Matin Jafarian, Xinlei Yi, Mohammad Pirani +2
This paper studies the synchronization of a finite number of Kuramoto oscillators in a frequency-dependent bidirectional tree network. We assume that the coupling strength of each…
The interconnection of quadratic droop voltage controllers is a Lotka-Volterra system: implications for stability analysis
Matin Jafarian, Henrik Sandberg, Karl H. Johansson
This paper studies the stability of voltage dynamics for a power network in which nodal voltages are controlled by means of quadratic droop controllers with nonlinear AC reactive p…
Modeling of power distribution systems with solar generation: A case study
Kees Loeff, Matin Jafarian, Jacquelien M. A. Scherpen
This document presents the data for a single-phase distribution bus (based on IEEE 37 bus) together with the model and data for a PV inverter and active and reactive power loads.
Formation control with binary information
Matin Jafarian, Claudio De Persis
In this paper, we study the problem of formation keeping of a network of strictly passive systems when very coarse information is exchanged. We assume that neighboring agents only…