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    Brain activity estimation using EEG-only recordings calibrated with joint EEG-fMRI recordings using compressive sensing

    , Article 13th International Conference on Sampling Theory and Applications, SampTA 2019, 8 July 2019 through 12 July 2019 ; 2019 ; 9781728137414 (ISBN) Ataei, A ; Amini, A ; Ghazizadeh, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    Electroencephalogram (EEG) is a noninvasive, low-cost brain recording tool with high temporal but poor spatial resolution. In contrast, functional magnetic resonance imaging (fMRI) is a rather expensive brain recording tool with high spatial and poor temporal resolution. In this study, we aim at recovering the brain activity (source localization and activity-intensity) with high spatial resolution using only EEG recordings. Each EEG electrode records a linear combination of the activities of various parts of the brain. As a result, a multi-electrode EEG recording represents the brain activities via a linear mixing matrix. Due to distance attenuation, this matrix is almost sparse. Using... 

    Gustatory cortex is involved in evidence accumulation during food choice

    , Article eNeuro ; Volume 9, Issue 3 , 2022 ; 23732822 (ISSN) Ataei, A ; Amini, A ; Ghazizadeh, A ; Sharif University of Technology
    Society for Neuroscience  2022
    Abstract
    Food choice is one of the most fundamental and most frequent value-based decisions for all animals including humans. However, the neural circuitry involved in food-based decisions is only recently being addressed. Given the relatively fast dynamics of decision formation, electroencephalography (EEG)-informed fMRI analysis is highly beneficial for localizing this circuitry in humans. Here, by using the EEG correlates of evidence accumulation in a simultaneously recorded EEG-fMRI dataset, we found a significant role for the right temporal-parietal operculum (PO) and medial insula including gustatory cortex (GC) in binary choice between food items. These activations were uncovered by using the... 

    A 125-ps 8-18-GHz CMOS integrated delay circuit

    , Article IEEE Transactions on Microwave Theory and Techniques ; Volume 67, Issue 1 , 2019 , Pages 162-173 ; 00189480 (ISSN) Ghazizadeh, M. H ; Medi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    A wideband integrated delay chain chip with 5-bit main delay control, two error correction bits, maximum delay of 125-and 3.9-ps delay resolution, designed and fabricated in a 0.18-μ m CMOS technology is presented. This delay chain is a cascade of seven passive internal-switched delay blocks which the five main bits are based on novel delay structures. The proposed delay structures are similar to second-, fourth-, and sixth-order all-pass networks and are robust to mismatch effects of resistive parasitics of transistor switches. Measurement results of the fabricated delay chain show 15.2-23.3-dB insertion loss and less than 3.3-ps rms delay error over the intended frequency band from 8-18... 

    Novel trombone topology for wideband true-time-delay implementation

    , Article IEEE Transactions on Microwave Theory and Techniques ; Volume 68, Issue 4 , 2020 , Pages 1542-1552 Ghazizadeh, M. H ; Medi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    A novel trombone topology has been introduced for achieving controllable true time delay. The prominent aspect of the proposed topology is the ability to provide discrete variable delay with minimum insertion loss variation with delay settings. Furthermore, the effects of source impedance, output load, and line-terminating loads' impedance mismatch on group delay variation are theoretically investigated for the proposed trombone topology. Moreover, based on this new topology, a prototype trombone delay circuit has been designed and fabricated in 0.18- mu ext{m} CMOS technology, operating over the frequency bandwidth of 8-18 GHz. This 3-bit delay integrated circuit provides a maximum delay... 

    High precision CMOS integrated delay chain for X-Ku band applications

    , Article IEEE Transactions on Microwave Theory and Techniques ; Volume 68, Issue 4 , 2020 , Pages 1553-1563 Ghazizadeh, M. H ; Medi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2020
    Abstract
    A high-precision delay chain circuit integrated in a 0.18- mu ext{m} CMOS technology working in the frequency bandwidth of 8-18 GHz has been designed and tested. The designed delay control integrated circuit with 5-bit delay control provides a maximum delay of 125 ps and has a delay resolution of 3.9 ps. Measured delay error of the fabricated chip is less than 9.3%, making it a considerably accurate delay control circuit. Low delay-error performance has resulted from incorporating a novel delay cell in this delay chain circuit. This newly proposed delay cell is a lumped-element coupled transmission line loaded with a second-order all-pass network (APN). The APN-loaded coupled line delay... 

    A 125-ps 8-18-GHz CMOS integrated delay circuit

    , Article IEEE Transactions on Microwave Theory and Techniques ; Volume 67, Issue 1 , 2019 , Pages 162-173 ; 00189480 (ISSN) Ghazizadeh, M. H ; Medi, A ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2019
    Abstract
    A wideband integrated delay chain chip with 5-bit main delay control, two error correction bits, maximum delay of 125-and 3.9-ps delay resolution, designed and fabricated in a 0.18-μ m CMOS technology is presented. This delay chain is a cascade of seven passive internal-switched delay blocks which the five main bits are based on novel delay structures. The proposed delay structures are similar to second-, fourth-, and sixth-order all-pass networks and are robust to mismatch effects of resistive parasitics of transistor switches. Measurement results of the fabricated delay chain show 15.2-23.3-dB insertion loss and less than 3.3-ps rms delay error over the intended frequency band from 8-18... 

    Stimulus presentation can enhance spiking irregularity across subcortical and cortical regions

    , Article PLoS Computational Biology ; Volume 18, Issue 7 , 2022 ; 1553734X (ISSN) Fayaz, S ; Fakharian, M. A ; Ghazizadeh, A ; Sharif University of Technology
    Public Library of Science  2022
    Abstract
    Stimulus presentation is believed to quench neural response variability as measured by fano-factor (FF). However, the relative contributions of within-trial spike irregularity and trial-to-trial rate variability to FF fluctuations have remained elusive. Here, we introduce a principled approach for accurate estimation of spiking irregularity and rate variability in time for doubly stochastic point processes. Consistent with previous evidence, analysis showed stimulus-induced reduction in rate variability across multiple cortical and subcortical areas. However, unlike what was previously thought, spiking irregularity, was not constant in time but could be enhanced due to factors such as... 

    The effects of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) on the cognitive and motor functions in rodents: A systematic review and meta-analysis

    , Article Neuroscience and Biobehavioral Reviews ; Volume 140 , 2022 ; 01497634 (ISSN) Narmashiri, A ; Abbaszadeh, M ; Ghazizadeh, A ; Sharif University of Technology
    Elsevier Ltd  2022
    Abstract
    Memory and motor deficits are commonly identified in Parkinson's disease (PD). 1-Methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) is transformed to MPP+ via monoamine oxidase B (MAOB), which causes oxidative stress and destroys dopaminergic (DA) neurons in substantia nigra pars compacta (SNc) and is widely used to create animal models of PD. However, to-date, a comprehensive analysis of the MPTP effects on various aspects of PD does not exist. Here, we provide a systematic review and meta-analysis on the MPTP effects on memory and motor functions by analyzing 51 studies on more than one thousand animals mainly including rats and mice. The results showed that in addition to motor functions... 

    Coordinated multivoxel coding beyond univariate effects is not likely to be observable in fMRI data

    , Article NeuroImage ; Volume 247 , 2022 ; 10538119 (ISSN) Pakravan, M ; Abbaszadeh, M ; Ghazizadeh, A ; Sharif University of Technology
    Academic Press Inc  2022
    Abstract
    Simultaneous recording of activity across brain regions can contain additional information compared to regional recordings done in isolation. In particular, multivariate pattern analysis (MVPA) across voxels has been interpreted as evidence for distributed coding of cognitive or sensorimotor processes beyond what can be gleaned from a collection of univariate effects (UVE) using functional magnetic resonance imaging (fMRI). Here, we argue that regardless of patterns revealed, conventional MVPA is merely a decoding tool with increased sensitivity arising from considering a large number of ‘weak classifiers’ (i.e., single voxels) in higher dimensions. We propose instead that ‘real’ multivoxel... 

    A new protocol for asymmetric communication channels: Reaching the lower bounds

    , Article Scientia Iranica ; Volume 8, Issue 4 , 2001 , Pages 297-302 ; 10263098 (ISSN) Ghazizadeh, S ; Ghodsi, M ; Saberi, A ; Sharif University of Technology
    Sharif University of Technology  2001
    Abstract
    In this paper, the problem of sending n-bit of data from a client to a server using an asymmetric communication channel is discussed where the line bandwidth from server to client is much higher than that of client to server. The goal is to provide a protocol for this problem so that the average number of actual bits sent by client to server becomes as low as possible. Assuming that data is drawn from an arbitrary distribution D, the average number of bits sent by client to server cannot be less than H(D), where H(D) is the binary entropy of D. This problem was first considered by Adler and Maggs [1]. They assumed that the distribution of D is known only by the server and introduced a... 

    A novel methodology for exact targeting of human and non-human primate brain structures and skull implants using atlas-based 3D reconstruction

    , Article Journal of Neuroscience Methods ; Volume 391 , 2023 ; 01650270 (ISSN) Nadian, M.H ; Farmani, S ; Ghazizadeh, A ; Sharif University of Technology
    Elsevier B.V  2023
    Abstract
    Background: Accurate targeting of brain areas for stimulation and/or electrophysiological recording is key in many therapeutic applications and basic neuroscience research. Nevertheless, there are currently no end-to-end packages that accommodate all steps required for exact localization, visualization, and targeting regions of interest (ROIs) using standard atlases and for designing skull implants. New Method: We have implemented a new processing pipeline that addresses this issue in macaques and humans including various preprocessing, registration, warping procedures, and 3D reconstructions, and provide a noncommercial open-source graphical software which we refer to as the MATLAB-based... 

    The Covid-19 pandemic had polarizing effects on trait scores depending on a person's resilience and predispositions: A longitudinal prospective study

    , Article Heliyon ; Volume 9, Issue 8 , 2023 ; 24058440 (ISSN) Attary, T ; Noorbala, L ; Ghazizadeh, A ; Sharif University of Technology
    Elsevier Ltd  2023
    Abstract
    While Covid-19 is, first and foremost, a pernicious physical illness, its highly contagious nature has led to significant disruption in social life and psychological stress, occasionally resulting in dire mental health consequences that are still not fully understood. To address this issue, a prospective longitudinal design study was conducted by administering standard self-reporting questionnaires covering the NEO-five factor inventory (NEO-FFI), shyness, alexithymia, autism quotient, anxiety, depression, and sensory processing sensitivity (SPS). A total of 114 participants (of which 71.93% were females) with an average age of 30.29 (standard deviation = 11.04) completed the survey before... 

    Prefrontal cortex encodes value pop-out in visual search

    , Article iScience ; Volume 26, Issue 9 , 2023 ; 25890042 (ISSN) Abbaszadeh, M ; Panjehpour, A ; Alemohammad, M. A ; Ghavampour, A ; Ghazizadeh, A ; Sharif University of Technology
    Elsevier Inc  2023
    Abstract
    Recent evidence demonstrates that long-term object value association can enhance visual search efficiency, a phenomenon known as value pop-out. However, the neural mechanism underlying this effect is not fully understood. Given the known role of the ventrolateral prefrontal cortex (vlPFC) in visual search and value memory, we recorded its single-unit activity (n = 526) in two macaque monkeys while they engaged in the value-driven search. Monkeys had to determine whether a high-value target was present within a variable number of low-value objects. Differential neural firing, as well as gamma-band power, indicated the presence of a target within ∼150ms of display onset. Notably, this... 

    The effect of sol-gel surface modified silver nanoparticles on the protective properties of the epoxy coating

    , Article RSC Advances ; Volume 6, Issue 23 , 2016 , Pages 18996-19006 ; 20462069 (ISSN) Ghazizadeh, A ; Haddadi, S. A ; Mahdavian, M ; Sharif University of Technology
    Royal Society of Chemistry  2016
    Abstract
    In this study, the effect of surface modified silver nanoparticles on the corrosion protection of an epoxy coating on mild steel was studied. An organosilane (3-methoxy silyl propyl metacrylate) was used as a surface modifier to increase the dispersability of the inorganic nanoparticles in the organic epoxy coating matrix. Fourier transform infrared spectroscopy (FTIR) and thermogravimetric analysis (TGA) were used to characterize the surface modified nanoparticles. Differential scanning colorimetry (DSC) was employed to study the effects of modified and unmodified nano-silver on the curing heat and glass transition temperature of the epoxy coatings. Salt spray and electrochemical impedance... 

    A new nonlinear sparse component analysis for a biologically plausible model of neurons

    , Article Neural Computation ; Volume 31, Issue 9 , 2019 , Pages 1853-1873 ; 08997667 (ISSN) Heidarieh, S. M ; Jahed, M ; Ghazizadeh, A ; Sharif University of Technology
    MIT Press Journals  2019
    Abstract
    It is known that brain can create a sparse representation of the environment in both sensory and mnemonic forms (Olshausen & Field, 2004). Such sparse representation can be combined in downstream areas to create rich multisensory responses to support various cognitive and motor functions. Determining the components present in neuronal responses in a given region is key to deciphering its functional role and connection with upstream areas. One approach for parsing out various sources of information in a single neuron is by using linear blind source separation (BSS) techniques. However, applying linear techniques to neuronal spiking activity is likely to be suboptimal due to inherent and... 

    CMOS integrated delay chain for X-Ku band applications

    , Article Analog Integrated Circuits and Signal Processing ; Volume 102, Issue 1 , 2020 , Pages 213-224 Ghazizadeh, M. H ; Daryabari, F ; Medi, A ; Sharif University of Technology
    Springer  2020
    Abstract
    A wideband integrated delay chain chip with 5-bit delay control, maximum delay of 120 ps and 3.9 ps delay resolution, designed and fabricated in 0.18 μ m CMOS technology is presented. Second-order all pass networks (APN) are used as delay structures in this delay circuit. In the design of the two MSB bits of the fabricated chip, a new design approach is used which allows higher group delay to be achieved with fewer number of passive second-order APN circuits. This would in turn reduce insertion loss of the designed delay control chain. Measurement results of the fabricated delay chain show 12.6–20.5 dB insertion loss and less than 3.3 ps RMS delay error over the intended frequency band from... 

    Effect of soil structure and disturbance on hydromechanical behavior of collapsible loessial soils

    , Article International Journal of Geomechanics ; Volume 17, Issue 1 , 2017 , Pages 1-15 ; 15323641 (ISSN) Mohsen Haeri, S ; Khosravi, A ; Akbari Garakani, A ; Ghazizadeh, S ; Sharif University of Technology
    American Society of Civil Engineers (ASCE)  2017
    Abstract
    To characterize the role of specimen disturbance and structure in the hydromechanical behavior of collapsible soils, two sets of wetting-induced collapse and suction-controlled triaxial tests were conducted on intact and reconstituted specimens of a loessial soil taken from a loess deposit in Gorgan, a city in the northeastern Golestan province of Iran. The testing approach used an advanced triaxial testing device that was specifically modified to control pressures applied to a soil specimen and to monitor and measure the amount of changes in volume and water content of the soil specimens during testing using highly sensitive digital sensors with an accuracy of 60.01 cm3. Results of the... 

    Drift-diffusion explains response variability and capacity for tracking objects

    , Article Scientific Reports ; Volume 9, Issue 1 , 2019 ; 20452322 (ISSN) Daneshi, A ; Azarnoush, H ; Towhidkhah, F ; Gohari, A ; Ghazizadeh, A ; Sharif University of Technology
    Nature Publishing Group  2019
    Abstract
    Being able to track objects that surround us is key for planning actions in dynamic environments. However, rigorous cognitive models for tracking of one or more objects are currently lacking. In this study, we asked human subjects to judge the time to contact (TTC) a finish line for one or two objects that became invisible shortly after moving. We showed that the pattern of subject responses had an error variance best explained by an inverse Gaussian distribution and consistent with the output of a biased drift-diffusion model. Furthermore, we demonstrated that the pattern of errors made when tracking two objects showed a level of dependence that was consistent with subjects using a single... 

    Fabrication of a Low-cost Multi-electrode neural probe for brain signal recording

    , Article 2023 30th National and 8th International Iranian Conference on Biomedical Engineering, ICBME 2023 ; 2023 , Pages 47-51 ; 979-835035973-2 (ISBN) Irandoost, A ; Mohajeri, R ; Bahramani, A ; Ghazizadeh, A ; Fardmanesh, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2023
    Abstract
    A neural probe made from a thin semiconductor material using an affordable microfabrication method is fabricated and characterized based on conventional measurements. The 4 microelectrodes with a surface area of 30 imes 100 mu mathrm{m}{2}, as well as the tracks and pads of the probe were constructed using a thin layer of gold (Au) material, with an insulating layer of SU-8 used to cover the corresponding tracks. To assess the performance of the fabricated probe, both Electrochemical Impedance Spectroscopy (EIS) and artificial stimulation methods were used to characterize its properties. The microelectrode dimensions were specifically chosen to provide low impedance characteristics, which... 

    Detecting and estimating the time of a single-step change in nonlinear profiles using artificial neural networks

    , Article International Journal of Systems Assurance Engineering and Management ; 2021 ; 09756809 (ISSN) Ghazizadeh, A ; Sarani, M ; Hamid, M ; Ghasemkhani, A ; Sharif University of Technology
    Springer  2021
    Abstract
    This effort attempts to study the change point problem in the area of non-linear profiles. A method based on Artificial Neural Networks (ANN) is proposed for estimating the real time of a single step change. The feature vector of the proposed Multi-Layer Perceptron (MLP) is based on Z and control chart statistics for nonlinear profiles. The merits of the proposed estimator are evaluated through simulation experiments. The results show that the estimator provides an accurate estimate of the single step change point in non-linear profiles in the selected case problem. © 2021, The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of...