Alessandro Presacco

Alessandro Presacco
University of Southern California | USC

Doctor of Philosophy
Signal processing Auditory Neuroscience EEG

About

44
Publications
7,612
Reads
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1,325
Citations
Additional affiliations
October 2020 - present
National Autonomous University of Mexico
Position
  • PostDoc Position
Description
  • I am a post-doc conducting Signal Processing research in the Biorobotics Lab of the School of Engineering at the Universidad Nacional Autonoma de Mexico (UNAM)
August 2018 - October 2020
University of Maryland, College Park
Position
  • PostDoc Position
August 2016 - August 2018
University of California, Irvine
Position
  • PostDoc Position
Education
June 2010 - August 2016
University of Maryland, College Park
Field of study
  • Neuroscience and Cognitive Science
August 2007 - December 2008
University of Miami
Field of study
  • Biomedical Engineering
September 2001 - June 2002
University of California, Irvine
Field of study
  • Electrical and Computer Engineering

Publications

Publications (44)
Article
Full-text available
Objective To assess the use of continuous heart rate variability (HRV) as a predictor of brain injury severity in newborns with moderate to severe HIE that undergo therapeutic hypothermia. Study Design Two cohorts of newborns (n1 = 55, n2 = 41) with moderate to severe hypoxic-ischemic encephalopathy previously treated with therapeutic hypothermia....
Article
Understanding speech in a noisy environment is crucial in day-to-day interactions, and yet becomes more challenging with age, even for healthy aging. Age-related changes in the neural mechanisms that enable speech-in-noise listening have been investigated previously; however, the extent to which age affects the timing and fidelity of encoding of ta...
Preprint
Full-text available
Understanding speech in a noisy environment is crucial in day-to-day interactions, and yet becomes more challenging with age, even for healthy aging. Age-related changes in the neural mechanisms that enable speech-in-noise listening have been investigated previously; however, the extent to which age affects the timing and fidelity of encoding of ta...
Chapter
Full-text available
One of the most challenging tasks in a service robot is the implementation of a framework to digitally process natural speech and to translate it into meaningful commands that the robot can understand and execute. Here we present an architecture aimed to process natural speech in our service robot Justina. It comprises of 3 parts: 1) A module to de...
Conference Paper
Full-text available
One of the most challenging tasks in a service robot is the implementation of a framework to digitally process natural speech and to translate it into meaningful commands that the robot can understand and execute. Here we present an architecture aimed to process natural speech in our service robot Justina. It comprises of 3 parts: 1) A module to de...
Article
Full-text available
Objectives: Facial paralysis is a debilitating condition with substantial functional and psychological consequences. This feline-model study evaluates whether facial muscles can be selectively activated in acute and chronic implantation of 16-channel multichannel cuff electrodes (MCE). Methods: Two cats underwent acute terminal MCE implantation...
Article
Full-text available
Aging is associated with an exaggerated representation of the speech envelope in auditory cortex. The relationship between this age-related exaggerated response and a listener's ability to understand speech in noise remains an open question. Here, information-theory-based analysis methods are applied to magnetoencephalography (MEG) recordings of hu...
Article
Full-text available
Estimating the latent dynamics underlying biological processes is a central problem in computational biology. State-space models with Gaussian statistics are widely used for estimation of such latent dynamics and have been successfully utilized in the analysis of biological data. Gaussian statistics, however, fail to capture several key features of...
Article
Full-text available
Neural processing along the ascending auditory pathway is often associated with a progressive reduction in characteristic processing rates. For instance, the well-known frequency-following response (FFR) of the auditory midbrain, as measured with electroencephalography (EEG), is dominated by frequencies from ∼100 Hz to several hundred Hz, phase-loc...
Preprint
Full-text available
Neural processing along the ascending auditory pathway is often associated with a progressive reduction in characteristic processing rates. For instance, the well-known frequency-following response (FFR) of the auditory midbrain, as measured with electroencephalography (EEG), is dominated by frequencies from ∼100 Hz to several hundred Hz, phase-loc...
Preprint
Full-text available
Aging is associated with an exaggerated representation of the speech envelope in auditory cortex. The relationship between this age-related exaggerated response and a listener’s ability to understand speech in noise remains an open question. Here, information-theory-based analysis methods are applied to magnetoencephalography (MEG) recordings of hu...
Preprint
Full-text available
Younger adults with normal hearing can typically understand speech in the presence of a competing speaker without much effort, but this ability to understand speech in challenging conditions deteriorates with age. Older adults, even with clinically normal hearing, often have problems understanding speech in noise. Earlier auditory studies using the...
Conference Paper
Full-text available
In the last few years, a large number of experiments have been focused on exploring the possibility of using non-invasive techniques, such as electroencephalography (EEG) and magnetoencephalography (MEG), to identify auditory-related neuromarkers which are modulated by attention. Results from several studies where participants listen to a story nar...
Article
Full-text available
Age-related deficits in speech-in-noise understanding pose a significant problem for older adults. Despite the vast number of studies conducted to investigate the neural mechanisms responsible for these communication difficulties, the role of central auditory deficits, beyond peripheral hearing loss, remains unclear. The current study builds upon o...
Article
Full-text available
Previous research has found that, paradoxically, while older adults have more difficulty comprehending speech in challenging circumstances than younger adults, their brain responses track the envelope of the acoustic signal more robustly. Here we investigate this puzzle by using magnetoencephalography (MEG) source localization to determine the anat...
Article
Human experience often involves continuous sensory information that unfolds over time. This is true in particular for speech comprehension, where continuous acoustic signals are processed over seconds or even minutes. We show that brain responses to such continuous stimuli can be investigated in detail, for magnetoencephalography (MEG) data by comb...
Article
Full-text available
The Acoustic Change Complex (ACC) is a scalp-recorded cortical evoked potential complex generated in response to changes (e.g. frequency, amplitude) in an auditory stimulus. The ACC has been well studied in humans, but to our knowledge no animal model has been evaluated. In particular, it was not known whether the ACC could be recorded under the co...
Conference Paper
Full-text available
Permanent facial paralysis and paresis (FP) results from damage to the facial nerve (FN), and is a debilitating condition with substantial functional and psychological consequences for the patient. Unfortunately, surgeons have few tools with which they can satisfactorily reanimate the face. Current strategies employ static (e.g., implantation of no...
Preprint
1 Summary Previous research has found that, paradoxically, while older adults have more difficulty comprehending speech in challenging circumstances than younger adults, their brain responses track the acoustic signal more robustly. Here we investigate this puzzle by using magnetoencephalography (MEG) source localization to determine the anatomica...
Article
Full-text available
The auditory change complex (ACC) is a cortical evoked potential complex generated in response to a change (e.g., frequency or level) within an ongoing auditory stimulus. The ACC has been recorded in both normal-hearing human subjects and in cochlear implant users, suggesting that the ACC would be useful in clinical applications. Here, we investiga...
Article
Full-text available
Objective: Older adults often have trouble adjusting to hearing aids when they start wearing them for the first time. Probe microphone measurements verify appropriate levels of amplification up to the tympanic membrane. Little is known, however, about the effects of amplification on auditory-evoked responses to speech stimuli during initial hearin...
Preprint
Objective To understand the effect of peripheral hearing loss on the representation of speech in noise in the aging midbrain and cortex. Methods Subjects comprised 17 normal-hearing younger adults, 15 normal-hearing older adults and 14 hearing-impaired older adults. The midbrain response, measured with Frequency-Following Responses (FFRs), and the...
Article
Full-text available
Purpose This study investigates the development of phase locking and frequency representation in infants using the frequency-following response to consonant–vowel syllables. Method The frequency-following response was recorded in 56 infants and 15 young adults to 2 speech syllables (/ba/ and /ga/), which were presented in randomized order to the r...
Preprint
Human experience often involves continuous sensory information that unfolds over time. This is true in particular for speech comprehension, where continuous acoustic signals are processed over seconds or even minutes. We show that brain responses to such continuous stimuli can be investigated in detail, for magnetoencephalography (MEG) data by comb...
Article
Full-text available
Objectives: Several studies have investigated the feasibility of using electrophysiology as an objective tool to efficiently map cochlear implants (CIs). A pervasive problem when measuring event-related potentials (ERPs) is the need to remove the direct-current (DC) artifact produced by the CI. Here we describe how DC artifact removal can corrupt t...
Article
Full-text available
Humans have a remarkable ability to track and understand speech in unfavorable conditions, such as in background noise, but speech understanding in noise does deteriorate with age. Results from several studies have shown that in younger adults, low frequency auditory cortical activity reliably synchronizes to the speech envelope, even when the back...
Article
Full-text available
The ability to understand speech is significantly degraded by aging, particularly in noisy environments. One way that older adults cope with this hearing difficulty is through the use of contextual cues. Several behavioral studies have shown that older adults are better at following a conversation when the target speech signal has high contextual c...
Thesis
Older adults frequently report that they can hear what they have been told but cannot understand the meaning. This is particularly true in noisy conditions, where the additional challenge of suppressing irrelevant noise (i.e. a competing talker) adds another layer of difficulty to their speech understanding. Hearing aids improve speech perception i...
Article
Full-text available
The authors investigated aging effects on the envelope of the frequency following response to dynamic and static components of speech. Older adults frequently experience problems understanding speech, despite having clinically normal hearing. Improving audibility with hearing aids provides variable benefit, as amplification cannot restore the tempo...
Article
Full-text available
Despite the frequency with which individuals perform in team environments of differ-ing quality as well as the robust relationship between cerebral cortical processes/ attentional reserve and cognitive–motor performance, the impact of team environment on cortical processes and attentional reserve has not been investigated. The purpose of the presen...
Article
Full-text available
Brain-machine interface (BMI) research has largely been focused on the upper limb. Although restoration of gait function has been a long-standing focus of rehabilitation research, surprisingly very little has been done to decode the cortical neural networks involved in the guidance and control of bipedal locomotion. A notable exception is the work...
Article
Full-text available
This article highlights recent advances in the design of noninvasive neural interfaces based on the scalp electroencephalogram (EEG). The simplest of physical tasks, such as turning the page to read this article, requires an intense burst of brain activity. It happens in milliseconds and requires little conscious thought. But for amputees and strok...
Conference Paper
Full-text available
Before 2009, the feasibility of applying brain-machine interfaces (BMIs) to control prosthetic devices had been limited to upper limb prosthetics such as the DARPA modular prosthetic limb. Until recently, it was believed that the control of bipedal locomotion involved central pattern generators with little supraspinal control. Analysis of cortical...
Article
Full-text available
Chronic recordings from ensembles of cortical neurons in primary motor and somatosensory areas in rhesus macaques provide accurate information about bipedal locomotion (Fitzsimmons NA, Lebedev MA, Peikon ID, Nicolelis MA. Front Integr Neurosci 3: 3, 2009). Here we show that the linear and angular kinematics of the ankle, knee, and hip joints during...
Conference Paper
Full-text available
Cerebellar ataxia is a steadily progressive neurodegenerative disease associated with loss of motor control, leaving patients unable to walk, talk, or perform activities of daily living. Direct motor instruction in cerebellar ataxia patients has limited effectiveness, presumably because an inappropriate closed-loop cerebellar response to the inevit...
Article
The motor evoked potential (MEP) is an electrical response of peripheral neuro-muscular pathways to stimulation of the motor cortex. MEPs provide objective assessment of electrical conduction through the associated neural pathways, and therefore detect disruption due to a nervous system injury such as spinal cord injury (SCI). In our studies of SCI...
Article
The nature of the auditory steady-state responses (ASSR) evoked with 40-Hz click trains and their relationship to auditory brainstem and middle latency responses (ABR/MLR), gamma band responses (GBR) and beta band responses (BBR) were investigated using superposition theory. Transient responses obtained by continuous loop averaging deconvolution (C...
Conference Paper
Full-text available
In healthy humans, the cortical brain rhythm (or electroencephalogram, EEG), shows specific mu (∼8-12 Hz) and beta (∼16-24 Hz) band patterns in the cases of both real and imaginary motor movements. As cerebellar ataxia is associated with impairment of precise motor movement control as well as motor imagery, ataxia is an ideal model system in which...
Conference Paper
Full-text available
Continuous Loop Averaging Deconvolution (CLAD) is a recently developed mathematical theory and algorithm that allows to deconvolve averaged electrophysiological signals obtained at high stimulation (Delgado and Özdamar (2004) [1]). It assumes that the individual unit responses are linearly combined to form quasi-steady state responses. One limitati...
Thesis
This study aims to investigate the evoked and the induced activity in 40 Hz auditory responses. The 40 Hz activity, also called Pb or P50 or P1 component, has a latency of 50ms and belongs to the category of MLRs (Middle latency responses), which occur right after Auditory Brainstem Responses (ABRs) between 15 and 80ms. Its importance is related to...

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