Frontiers in Systems Neuroscience最新文献

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Involvement of the cerebellum in migraine. 偏头痛的小脑受累。
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-10-13 eCollection Date: 2022-01-01 DOI: 10.3389/fnsys.2022.984406
Mengya Wang, Joseph O Tutt, Nicholas O Dorricott, Krystal L Parker, Andrew F Russo, Levi P Sowers
{"title":"Involvement of the cerebellum in migraine.","authors":"Mengya Wang, Joseph O Tutt, Nicholas O Dorricott, Krystal L Parker, Andrew F Russo, Levi P Sowers","doi":"10.3389/fnsys.2022.984406","DOIUrl":"10.3389/fnsys.2022.984406","url":null,"abstract":"<p><p>Migraine is a disabling neurological disease characterized by moderate or severe headaches and accompanied by sensory abnormalities, e.g., photophobia, allodynia, and vertigo. It affects approximately 15% of people worldwide. Despite advancements in current migraine therapeutics, mechanisms underlying migraine remain elusive. Within the central nervous system, studies have hinted that the cerebellum may play an important sensory integrative role in migraine. More specifically, the cerebellum has been proposed to modulate pain processing, and imaging studies have revealed cerebellar alterations in migraine patients. This review aims to summarize the clinical and preclinical studies that link the cerebellum to migraine. We will first discuss cerebellar roles in pain modulation, including cerebellar neuronal connections with pain-related brain regions. Next, we will review cerebellar symptoms and cerebellar imaging data in migraine patients. Lastly, we will highlight the possible roles of the neuropeptide calcitonin gene-related peptide (CGRP) in migraine symptoms, including preclinical cerebellar studies in animal models of migraine.</p>","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":"16 ","pages":"984406"},"PeriodicalIF":3.0,"publicationDate":"2022-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608746/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10666673","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Brain augmentation and neuroscience technologies: current applications, challenges, ethics and future prospects. 脑增强和神经科学技术:当前应用、挑战、伦理和未来前景。
IF 3.1 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-09-23 eCollection Date: 2022-01-01 DOI: 10.3389/fnsys.2022.1000495
Nitish Singh Jangwan, Ghulam Md Ashraf, Veerma Ram, Vinod Singh, Badrah S Alghamdi, Adel Mohammad Abuzenadah, Mamta F Singh
{"title":"Brain augmentation and neuroscience technologies: current applications, challenges, ethics and future prospects.","authors":"Nitish Singh Jangwan, Ghulam Md Ashraf, Veerma Ram, Vinod Singh, Badrah S Alghamdi, Adel Mohammad Abuzenadah, Mamta F Singh","doi":"10.3389/fnsys.2022.1000495","DOIUrl":"10.3389/fnsys.2022.1000495","url":null,"abstract":"<p><p>Ever since the dawn of antiquity, people have strived to improve their cognitive abilities. From the advent of the wheel to the development of artificial intelligence, technology has had a profound leverage on civilization. Cognitive enhancement or augmentation of brain functions has become a trending topic both in academic and public debates in improving physical and mental abilities. The last years have seen a plethora of suggestions for boosting cognitive functions and biochemical, physical, and behavioral strategies are being explored in the field of cognitive enhancement. Despite expansion of behavioral and biochemical approaches, various physical strategies are known to boost mental abilities in diseased and healthy individuals. Clinical applications of neuroscience technologies offer alternatives to pharmaceutical approaches and devices for diseases that have been fatal, so far. Importantly, the distinctive aspect of these technologies, which shapes their existing and anticipated participation in brain augmentations, is used to compare and contrast them. As a preview of the next two decades of progress in brain augmentation, this article presents a plausible estimation of the many neuroscience technologies, their virtues, demerits, and applications. The review also focuses on the ethical implications and challenges linked to modern neuroscientific technology. There are times when it looks as if ethics discussions are more concerned with the hypothetical than with the factual. We conclude by providing recommendations for potential future studies and development areas, taking into account future advancements in neuroscience innovation for brain enhancement, analyzing historical patterns, considering neuroethics and looking at other related forecasts.</p>","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":"16 ","pages":"1000495"},"PeriodicalIF":3.1,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9538357/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10274732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Future Directions for Chemosensory Connectomes: Best Practices and Specific Challenges. 化学感觉连接组的未来方向:最佳实践与具体挑战。
IF 3.1 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-30 eCollection Date: 2022-01-01 DOI: 10.3389/fnsys.2022.885304
Maria G Veldhuizen, Cinzia Cecchetto, Alexander W Fjaeldstad, Michael C Farruggia, Renée Hartig, Yuko Nakamura, Robert Pellegrino, Andy W K Yeung, Florian Ph S Fischmeister
{"title":"Future Directions for Chemosensory Connectomes: Best Practices and Specific Challenges.","authors":"Maria G Veldhuizen, Cinzia Cecchetto, Alexander W Fjaeldstad, Michael C Farruggia, Renée Hartig, Yuko Nakamura, Robert Pellegrino, Andy W K Yeung, Florian Ph S Fischmeister","doi":"10.3389/fnsys.2022.885304","DOIUrl":"10.3389/fnsys.2022.885304","url":null,"abstract":"<p><p>Ecological chemosensory stimuli almost always evoke responses in more than one sensory system. Moreover, any sensory processing takes place along a hierarchy of brain regions. So far, the field of chemosensory neuroimaging is dominated by studies that examine the role of brain regions in isolation. However, to completely understand neural processing of chemosensation, we must also examine interactions between regions. In general, the use of connectivity methods has increased in the neuroimaging field, providing important insights to physical sensory processing, such as vision, audition, and touch. A similar trend has been observed in chemosensory neuroimaging, however, these established techniques have largely not been rigorously applied to imaging studies on the chemical senses, leaving network insights overlooked. In this article, we first highlight some recent work in chemosensory connectomics and we summarize different connectomics techniques. Then, we outline specific challenges for chemosensory connectome neuroimaging studies. Finally, we review best practices from the general connectomics and neuroimaging fields. We recommend future studies to develop or use the following methods we perceive as key to improve chemosensory connectomics: (1) optimized study designs, (2) reporting guidelines, (3) consensus on brain parcellations, (4) consortium research, and (5) data sharing.</p>","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":"16 ","pages":"885304"},"PeriodicalIF":3.1,"publicationDate":"2022-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9190244/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10739906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Zolpidem Profoundly Augments Spared Tonic GABAAR Signaling in Dentate Granule Cells Ipsilateral to Controlled Cortical Impact Brain Injury in Mice 唑吡坦对小鼠控制皮质撞击性脑损伤同侧齿状颗粒细胞中GABAAR信号的显著增强
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-26 DOI: 10.3389/fnsys.2022.867323
Jeffery A. Boychuk, Corwin R. Butler, K. C. Smith, Miklós B. Halmos, Bret N. Smith
{"title":"Zolpidem Profoundly Augments Spared Tonic GABAAR Signaling in Dentate Granule Cells Ipsilateral to Controlled Cortical Impact Brain Injury in Mice","authors":"Jeffery A. Boychuk, Corwin R. Butler, K. C. Smith, Miklós B. Halmos, Bret N. Smith","doi":"10.3389/fnsys.2022.867323","DOIUrl":"https://doi.org/10.3389/fnsys.2022.867323","url":null,"abstract":"Type A GABA receptors (GABAARs) are pentameric combinations of protein subunits that give rise to tonic (ITonicGABA) and phasic (i.e., synaptic; ISynapticGABA) forms of inhibitory GABAAR signaling in the central nervous system. Remodeling and regulation of GABAAR protein subunits are implicated in a wide variety of healthy and injury-dependent states, including epilepsy. The present study undertook a detailed analysis of GABAAR signaling using whole-cell patch clamp recordings from mouse dentate granule cells (DGCs) in coronal slices containing dorsal hippocampus at 1–2 or 8–13 weeks after a focal, controlled cortical impact (CCI) or sham brain injury. Zolpidem, a benzodiazepine-like positive modulator of GABAARs, was used to test for changes in GABAAR signaling of DGCs due to its selectivity for α1 subunit-containing GABAARs. Electric charge transfer and statistical percent change were analyzed in order to directly compare tonic and phasic GABAAR signaling and to account for zolpidem’s ability to modify multiple parameters of GABAAR kinetics. We observed that baseline ITonicGABA is preserved at both time-points tested in DGCs ipsilateral to injury (Ipsi-DGCs) compared to DGCs contralateral to injury (Contra-DGCs) or after sham injury (Sham-DGCs). Interestingly, application of zolpidem resulted in modulation of ITonicGABA across groups, with Ipsi-DGCs exhibiting the greatest responsiveness to zolpidem. We also report that the combination of CCI and acute application of zolpidem profoundly augments the proportion of GABAAR charge transfer mediated by tonic vs. synaptic currents at both time-points tested, whereas gene expression of GABAAR α1, α2, α3, and γ2 subunits is unchanged at 8–13 weeks post-injury. Overall, this work highlights the shift toward elevated influence of tonic inhibition in Ipsi-DGCs, the impact of zolpidem on all components of inhibitory control of DGCs, and the sustained nature of these changes in inhibitory tone after CCI injury.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49035604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does Machine Understanding Require Consciousness? 机器理解需要意识吗?
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-18 DOI: 10.3389/fnsys.2022.788486
R. Pepperell
{"title":"Does Machine Understanding Require Consciousness?","authors":"R. Pepperell","doi":"10.3389/fnsys.2022.788486","DOIUrl":"https://doi.org/10.3389/fnsys.2022.788486","url":null,"abstract":"This article addresses the question of whether machine understanding requires consciousness. Some researchers in the field of machine understanding have argued that it is not necessary for computers to be conscious as long as they can match or exceed human performance in certain tasks. But despite the remarkable recent success of machine learning systems in areas such as natural language processing and image classification, important questions remain about their limited performance and about whether their cognitive abilities entail genuine understanding or are the product of spurious correlations. Here I draw a distinction between natural, artificial, and machine understanding. I analyse some concrete examples of natural understanding and show that although it shares properties with the artificial understanding implemented in current machine learning systems it also has some essential differences, the main one being that natural understanding in humans entails consciousness. Moreover, evidence from psychology and neurobiology suggests that it is this capacity for consciousness that, in part at least, explains for the superior performance of humans in some cognitive tasks and may also account for the authenticity of semantic processing that seems to be the hallmark of natural understanding. I propose a hypothesis that might help to explain why consciousness is important to understanding. In closing, I suggest that progress toward implementing human-like understanding in machines—machine understanding—may benefit from a naturalistic approach in which natural processes are modelled as closely as possible in mechanical substrates.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49232177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Effect of Anesthesia on Oligodendrocyte Development in the Brain 麻醉对脑内少突胶质细胞发育的影响
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-18 DOI: 10.3389/fnsys.2022.848362
Ningning Fu, Rui Zhu, Shuang Zeng, Ningning Li, Jiaqiang Zhang
{"title":"Effect of Anesthesia on Oligodendrocyte Development in the Brain","authors":"Ningning Fu, Rui Zhu, Shuang Zeng, Ningning Li, Jiaqiang Zhang","doi":"10.3389/fnsys.2022.848362","DOIUrl":"https://doi.org/10.3389/fnsys.2022.848362","url":null,"abstract":"Oligodendrocytes (OLs) participate in the formation of myelin, promoting the propagation of action potentials, and disruption of their proliferation and differentiation leads to central nervous system (CNS) damage. As surgical techniques have advanced, there is an increasing number of children who undergo multiple procedures early in life, and recent experiments have demonstrated effects on brain development after a single or multiple anesthetics. An increasing number of clinical studies showing the effects of anesthetic drugs on the development of the nervous system may mainly reside in the connections between neurons, where myelin development will receive more research attention. In this article, we review the relationship between anesthesia exposure and the brain and OLs, provide new insights into the development of the relationship between anesthesia exposure and OLs, and provide a theoretical basis for clinical prevention of neurodevelopmental risks of general anesthesia drugs.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48663327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sex-Specific Neural Networks of Cued Threat Conditioning: A Pilot Study 提示威胁条件反射的性别特异性神经网络:一项初步研究
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-17 DOI: 10.3389/fnsys.2022.832484
Kamryn C. du Plessis, Sreetama Basu, Timothy H. Rumbell, E. Lucas
{"title":"Sex-Specific Neural Networks of Cued Threat Conditioning: A Pilot Study","authors":"Kamryn C. du Plessis, Sreetama Basu, Timothy H. Rumbell, E. Lucas","doi":"10.3389/fnsys.2022.832484","DOIUrl":"https://doi.org/10.3389/fnsys.2022.832484","url":null,"abstract":"Cued threat conditioning is the most common preclinical model for emotional memory, which is dysregulated in anxiety disorders and post-traumatic stress disorder. Though women are twice as likely as men to develop these disorders, current knowledge of threat conditioning networks was established by studies that excluded female subjects. For unbiased investigation of sex differences in these networks, we quantified the neural activity marker c-fos across 112 brain regions in adult male and female mice after cued threat conditioning compared to naïve controls. We found that trained females engaged prelimbic cortex, lateral amygdala, cortical amygdala, dorsal peduncular cortex, and subparafasicular nucleus more than, and subparaventricular zone less than, trained males. To explore how these sex differences in regional activity impact the global network, we generated interregional cross-correlations of c-fos expression to identify regions that were co-active during conditioning and performed hub analyses to identify regional control centers within each neural network. These exploratory graph theory-derived analyses revealed sex differences in the functional coordination of the threat conditioning network as well as distinct hub regions between trained males and females. Hub identification across multiple networks constructed by sequentially pruning the least reliable connections revealed globus pallidus and ventral lateral septum as the most robust hubs for trained males and females, respectively. While low sample size and lack of non-associative controls are major limitations, these findings provide preliminary evidence of sex differences in the individual circuit components and broader global networks of threat conditioning that may confer female vulnerability to fear-based psychiatric disease.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41943542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Bladder Oxidative Stress and HMGB1 Release Contribute to PAR4-Mediated Bladder Pain in Mice 膀胱氧化应激和HMGB1释放参与par4介导的小鼠膀胱疼痛
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-13 DOI: 10.3389/fnsys.2022.882493
Shaojing Ye, F. Ma, Dlovan F. D. Mahmood, K. Meyer-Siegler, L. Leng, R. Bucala, P. Vera
{"title":"Bladder Oxidative Stress and HMGB1 Release Contribute to PAR4-Mediated Bladder Pain in Mice","authors":"Shaojing Ye, F. Ma, Dlovan F. D. Mahmood, K. Meyer-Siegler, L. Leng, R. Bucala, P. Vera","doi":"10.3389/fnsys.2022.882493","DOIUrl":"https://doi.org/10.3389/fnsys.2022.882493","url":null,"abstract":"Activation of intravesical PAR4 receptors leads to bladder hyperalgesia (BHA) through release of urothelial macrophage migration inhibitory factor (MIF) and urothelial high mobility group box-1 (HMGB1). MIF deficiency and/or MIF antagonism at the bladder block BHA in mice yet the mechanisms are not clear. Since oxidative stress and ERK phosphorylation are involved in MIF signaling we hypothesized that oxidative stress and/or ERK signaling, activated by MIF release, promote intravesical HMGB1 release to induce BHA. We induced BHA by intravesical PAR4 infusion in female C57BL/6 mice. Mechanical sensitivity was evaluated by measuring abdominal von Frey (VF) 50% thresholds before (baseline) and 24 h post-infusion. Intravesical pre-treatment (10 min infusion prior to PAR4) with N-acetylcysteine amide (NACA; reactive-oxygen species scavenger; 3 mg in 50 μl), FR180204 (selective ERK1/2 inhibitor; 200 μg in 50 μl), ethyl pyruvate (EP; HMGB1 release inhibitor; 600 μg in 50 μl), or diluent controls (50 μl) tested the effects of pre-treatment on PAR4-induced BHA. Intravesical fluid was collected after each treatment and HMGB1 concentration was measured using ELISA. Awake micturition parameters (volume and frequency) were assessed at the end of the experiments. Bladders were collected and examined for histological signs of edema and inflammation. Pre-treatment with PBS followed by PAR4 induced BHA in mice but PBS followed by scrambled peptide did not. Pre-treatment with NACA or EP partially blocked PAR4-induced BHA while FR180204 had no effect. A significant correlation between intravesical HMGB1 levels and 50% VF thresholds was observed. All PAR4 treated groups had increased levels of HMGB1 in the intravesical fluid compared to PBS-Scrambled group although not statistically significant. No significant effects were noted on awake micturition volume, micturition frequency or histological evidence of bladder edema or inflammation. Our results show that intravesical antagonism of bladder reactive-oxygen species accumulation was effective in reducing PAR4-induced bladder pain. The correlation between intravesical levels of HMGB1 and bladder pain indicates that released HMGB1 is pivotal to bladder pain. Thus, modulating events in the MIF signaling cascade triggered by PAR4 activation (including bladder oxidative stress and HMGB1 release) warrant further investigation as possible therapeutic strategies.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44611623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Multisensory Concept Learning Framework Based on Spiking Neural Networks 基于脉冲神经网络的多感官概念学习框架
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-12 DOI: 10.3389/fnsys.2022.845177
Yuwei Wang, Yi Zeng
{"title":"Multisensory Concept Learning Framework Based on Spiking Neural Networks","authors":"Yuwei Wang, Yi Zeng","doi":"10.3389/fnsys.2022.845177","DOIUrl":"https://doi.org/10.3389/fnsys.2022.845177","url":null,"abstract":"Concept learning highly depends on multisensory integration. In this study, we propose a multisensory concept learning framework based on brain-inspired spiking neural networks to create integrated vectors relying on the concept's perceptual strength of auditory, gustatory, haptic, olfactory, and visual. With different assumptions, two paradigms: Independent Merge (IM) and Associate Merge (AM) are designed in the framework. For testing, we employed eight distinct neural models and three multisensory representation datasets. The experiments show that integrated vectors are closer to human beings than the non-integrated ones. Furthermore, we systematically analyze the similarities and differences between IM and AM paradigms and validate the generality of our framework.","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2022-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49018979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Estimating How Sounds Modulate Orientation Representation in the Primary Visual Cortex Using Shallow Neural Networks. 使用浅层神经网络估计声音如何调节初级视觉皮层的方位表示。
IF 3 4区 医学
Frontiers in Systems Neuroscience Pub Date : 2022-05-09 eCollection Date: 2022-01-01 DOI: 10.3389/fnsys.2022.869705
John P McClure, O Batuhan Erkat, Julien Corbo, Pierre-Olivier Polack
{"title":"Estimating How Sounds Modulate Orientation Representation in the Primary Visual Cortex Using Shallow Neural Networks.","authors":"John P McClure,&nbsp;O Batuhan Erkat,&nbsp;Julien Corbo,&nbsp;Pierre-Olivier Polack","doi":"10.3389/fnsys.2022.869705","DOIUrl":"10.3389/fnsys.2022.869705","url":null,"abstract":"<p><p>Audiovisual perception results from the interaction between visual and auditory processing. Hence, presenting auditory and visual inputs simultaneously usually improves the accuracy of the unimodal percepts, but can also lead to audiovisual illusions. Cross-talks between visual and auditory inputs during sensory processing were recently shown to occur as early as in the primary visual cortex (V1). In a previous study, we demonstrated that sounds improve the representation of the orientation of visual stimuli in the naïve mouse V1 by promoting the recruitment of neurons better tuned to the orientation and direction of the visual stimulus. However, we did not test if this type of modulation was still present when the auditory and visual stimuli were both behaviorally relevant. To determine the effect of sounds on active visual processing, we performed calcium imaging in V1 while mice were performing an audiovisual task. We then compared the representations of the task stimuli orientations in the unimodal visual and audiovisual context using shallow neural networks (SNNs). SNNs were chosen because of the biological plausibility of their computational structure and the possibility of identifying <i>post hoc</i> the biological neurons having the strongest influence on the classification decision. We first showed that SNNs can categorize the activity of V1 neurons evoked by drifting gratings of 12 different orientations. Then, we demonstrated using the connection weight approach that SNN training assigns the largest computational weight to the V1 neurons having the best orientation and direction selectivity. Finally, we showed that it is possible to use SNNs to determine how V1 neurons represent the orientations of stimuli that do not belong to the set of orientations used for SNN training. Once the SNN approach was established, we replicated the previous finding that sounds improve orientation representation in the V1 of naïve mice. Then, we showed that, in mice performing an audiovisual detection task, task tones improve the representation of the visual cues associated with the reward while deteriorating the representation of non-rewarded cues. Altogether, our results suggest that the direction of sound modulation in V1 depends on the behavioral relevance of the visual cue.</p>","PeriodicalId":12649,"journal":{"name":"Frontiers in Systems Neuroscience","volume":"16 ","pages":"869705"},"PeriodicalIF":3.0,"publicationDate":"2022-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124944/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10334152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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