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1.
Hum Brain Mapp ; 45(11): e26800, 2024 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-39093044

RESUMO

White matter (WM) functional activity has been reliably detected through functional magnetic resonance imaging (fMRI). Previous studies have primarily examined WM bundles as unified entities, thereby obscuring the functional heterogeneity inherent within these bundles. Here, for the first time, we investigate the function of sub-bundles of a prototypical visual WM tract-the optic radiation (OR). We use the 7T retinotopy dataset from the Human Connectome Project (HCP) to reconstruct OR and further subdivide the OR into sub-bundles based on the fiber's termination in the primary visual cortex (V1). The population receptive field (pRF) model is then applied to evaluate the retinotopic properties of these sub-bundles, and the consistency of the pRF properties of sub-bundles with those of V1 subfields is evaluated. Furthermore, we utilize the HCP working memory dataset to evaluate the activations of the foveal and peripheral OR sub-bundles, along with LGN and V1 subfields, during 0-back and 2-back tasks. We then evaluate differences in 2bk-0bk contrast between foveal and peripheral sub-bundles (or subfields), and further examine potential relationships between 2bk-0bk contrast and 2-back task d-prime. The results show that the pRF properties of OR sub-bundles exhibit standard retinotopic properties and are typically similar to the properties of V1 subfields. Notably, activations during the 2-back task consistently surpass those under the 0-back task across foveal and peripheral OR sub-bundles, as well as LGN and V1 subfields. The foveal V1 displays significantly higher 2bk-0bk contrast than peripheral V1. The 2-back task d-prime shows strong correlations with 2bk-0bk contrast for foveal and peripheral OR fibers. These findings demonstrate that the blood oxygen level-dependent (BOLD) signals of OR sub-bundles encode high-fidelity visual information, underscoring the feasibility of assessing WM functional activity at the sub-bundle level. Additionally, the study highlights the role of OR in the top-down processes of visual working memory beyond the bottom-up processes for visual information transmission. Conclusively, this study innovatively proposes a novel paradigm for analyzing WM fiber tracts at the individual sub-bundle level and expands understanding of OR function.


Assuntos
Conectoma , Imageamento por Ressonância Magnética , Memória de Curto Prazo , Vias Visuais , Humanos , Memória de Curto Prazo/fisiologia , Conectoma/métodos , Vias Visuais/fisiologia , Vias Visuais/diagnóstico por imagem , Adulto , Masculino , Feminino , Percepção Visual/fisiologia , Substância Branca/diagnóstico por imagem , Substância Branca/fisiologia , Substância Branca/anatomia & histologia , Córtex Visual Primário/fisiologia , Córtex Visual Primário/diagnóstico por imagem , Corpos Geniculados/fisiologia , Corpos Geniculados/diagnóstico por imagem , Adulto Jovem , Córtex Visual/fisiologia , Córtex Visual/diagnóstico por imagem
2.
Front Neural Circuits ; 18: 1402700, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39036421

RESUMO

The existence of cortical columns, regarded as computational units underlying both lower and higher-order information processing, has long been associated with highly evolved brains, and previous studies suggested their absence in rodents. However, recent discoveries have unveiled the presence of ocular dominance columns (ODCs) in the primary visual cortex (V1) of Long-Evans rats. These domains exhibit continuity from layer 2 through layer 6, confirming their identity as genuine ODCs. Notably, ODCs are also observed in Brown Norway rats, a strain closely related to wild rats, suggesting the physiological relevance of ODCs in natural survival contexts, although they are lacking in albino rats. This discovery has enabled researchers to explore the development and plasticity of cortical columns using a multidisciplinary approach, leveraging studies involving hundreds of individuals-an endeavor challenging in carnivore and primate species. Notably, developmental trajectories differ depending on the aspect under examination: while the distribution of geniculo-cortical afferent terminals indicates matured ODCs even before eye-opening, consistent with prevailing theories in carnivore/primate studies, examination of cortical neuron spiking activities reveals immature ODCs until postnatal day 35, suggesting delayed maturation of functional synapses which is dependent on visual experience. This developmental gap might be recognized as 'critical period' for ocular dominance plasticity in previous studies. In this article, I summarize cross-species differences in ODCs and geniculo-cortical network, followed by a discussion on the development, plasticity, and evolutionary significance of rat ODCs. I discuss classical and recent studies on critical period plasticity in the venue where critical period plasticity might be a component of experience-dependent development. Consequently, this series of studies prompts a paradigm shift in our understanding of species conservation of cortical columns and the nature of plasticity during the classical critical period.


Assuntos
Dominância Ocular , Plasticidade Neuronal , Animais , Dominância Ocular/fisiologia , Plasticidade Neuronal/fisiologia , Córtex Visual/fisiologia , Córtex Visual/crescimento & desenvolvimento , Ratos , Especificidade da Espécie , Roedores/fisiologia , Humanos , Período Crítico Psicológico , Vias Visuais/fisiologia , Vias Visuais/crescimento & desenvolvimento , Córtex Visual Primário/fisiologia , Ratos Long-Evans
3.
Nat Commun ; 15(1): 6415, 2024 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-39080254

RESUMO

Time courses of neural responses underlie real-time sensory processing and perception. How these temporal dynamics change may be fundamental to how sensory systems adapt to different perceptual demands. By simultaneously recording from hundreds of neurons in mouse primary visual cortex, we examined neural population responses to visual stimuli at sub-second timescales, during different behavioural states. We discovered that during active behavioural states characterised by locomotion, single-neurons shift from transient to sustained response modes, facilitating rapid emergence of visual stimulus tuning. Differences in single-neuron response dynamics were associated with changes in temporal dynamics of neural correlations, including faster stabilisation of stimulus-evoked changes in the structure of correlations during locomotion. Using Factor Analysis, we examined temporal dynamics of latent population responses and discovered that trajectories of population activity make more direct transitions between baseline and stimulus-encoding neural states during locomotion. This could be partly explained by dampening of oscillatory dynamics present during stationary behavioural states. Functionally, changes in temporal response dynamics collectively enabled faster, more stable and more efficient encoding of new visual information during locomotion. These findings reveal a principle of how sensory systems adapt to perceptual demands, where flexible neural population dynamics govern the speed and stability of sensory encoding.


Assuntos
Neurônios , Estimulação Luminosa , Córtex Visual , Animais , Camundongos , Neurônios/fisiologia , Córtex Visual/fisiologia , Camundongos Endogâmicos C57BL , Percepção Visual/fisiologia , Masculino , Locomoção/fisiologia , Córtex Visual Primário/fisiologia , Feminino , Dinâmica Populacional
4.
Elife ; 132024 Jul 31.
Artigo em Inglês | MEDLINE | ID: mdl-39083414

RESUMO

Body movement does not significantly increase neuronal activity in the primary visual cortex of marmosets, in contrast to the effects observed in mice.


Assuntos
Callithrix , Animais , Camundongos , Callithrix/fisiologia , Córtex Visual Primário/fisiologia , Neurônios/fisiologia , Movimento/fisiologia , Córtex Visual/fisiologia
5.
Proc Natl Acad Sci U S A ; 121(30): e2320378121, 2024 Jul 23.
Artigo em Inglês | MEDLINE | ID: mdl-39008675

RESUMO

The neuroscientific examination of music processing in audio-visual contexts offers a valuable framework to assess how auditory information influences the emotional encoding of visual information. Using fMRI during naturalistic film viewing, we investigated the neural mechanisms underlying the effect of music on valence inferences during mental state attribution. Thirty-eight participants watched the same short-film accompanied by systematically controlled consonant or dissonant music. Subjects were instructed to think about the main character's intentions. The results revealed that increasing levels of dissonance led to more negatively valenced inferences, displaying the profound emotional impact of musical dissonance. Crucially, at the neuroscientific level and despite music being the sole manipulation, dissonance evoked the response of the primary visual cortex (V1). Functional/effective connectivity analysis showed a stronger coupling between the auditory ventral stream (AVS) and V1 in response to tonal dissonance and demonstrated the modulation of early visual processing via top-down feedback inputs from the AVS to V1. These V1 signal changes indicate the influence of high-level contextual representations associated with tonal dissonance on early visual cortices, serving to facilitate the emotional interpretation of visual information. Our results highlight the significance of employing systematically controlled music, which can isolate emotional valence from the arousal dimension, to elucidate the brain's sound-to-meaning interface and its distributive crossmodal effects on early visual encoding during naturalistic film viewing.


Assuntos
Percepção Auditiva , Emoções , Imageamento por Ressonância Magnética , Música , Percepção Visual , Humanos , Música/psicologia , Feminino , Masculino , Adulto , Percepção Visual/fisiologia , Percepção Auditiva/fisiologia , Emoções/fisiologia , Adulto Jovem , Mapeamento Encefálico , Estimulação Acústica , Córtex Visual/fisiologia , Córtex Visual/diagnóstico por imagem , Córtex Visual Primário/fisiologia , Estimulação Luminosa/métodos
6.
Proc Natl Acad Sci U S A ; 121(28): e2306800121, 2024 Jul 09.
Artigo em Inglês | MEDLINE | ID: mdl-38959037

RESUMO

Understanding the genesis of shared trial-to-trial variability in neuronal population activity within the sensory cortex is critical to uncovering the biological basis of information processing in the brain. Shared variability is often a reflection of the structure of cortical connectivity since it likely arises, in part, from local circuit inputs. A series of experiments from segregated networks of (excitatory) pyramidal neurons in the mouse primary visual cortex challenge this view. Specifically, the across-network correlations were found to be larger than predicted given the known weak cross-network connectivity. We aim to uncover the circuit mechanisms responsible for these enhanced correlations through biologically motivated cortical circuit models. Our central finding is that coupling each excitatory subpopulation with a specific inhibitory subpopulation provides the most robust network-intrinsic solution in shaping these enhanced correlations. This result argues for the existence of excitatory-inhibitory functional assemblies in early sensory areas which mirror not just response properties but also connectivity between pyramidal cells. Furthermore, our findings provide theoretical support for recent experimental observations showing that cortical inhibition forms structural and functional subnetworks with excitatory cells, in contrast to the classical view that inhibition is a nonspecific blanket suppression of local excitation.


Assuntos
Modelos Neurológicos , Rede Nervosa , Células Piramidais , Animais , Camundongos , Células Piramidais/fisiologia , Rede Nervosa/fisiologia , Córtex Visual/fisiologia , Córtex Visual Primário/fisiologia
7.
Proc Natl Acad Sci U S A ; 121(32): e2320251121, 2024 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-39078671

RESUMO

The primary visual cortex (V1) in blindness is engaged in a wide spectrum of tasks and sensory modalities, including audition, touch, language, and memory. This widespread involvement raises questions regarding the constancy of its role and whether it might exhibit flexibility in its function over time, connecting to diverse network functions specific to task demands. This would suggest that reorganized V1 assumes a role like multiple-demand system regions. Alternatively, varying patterns of plasticity in blind V1 may be attributed to individual factors, with different blind individuals recruiting V1 preferentially for different functions. In support of this, we recently showed that V1 functional connectivity (FC) varies greatly across blind individuals. But do these represent stable individual patterns of plasticity, or are they driven more by instantaneous changes, like a multiple-demand system now inhabiting V1? Here, we tested whether individual FC patterns from the V1 of blind individuals are stable over time. We show that over two years, FC from the V1 is unique and highly stable in a small sample of repeatedly sampled congenitally blind individuals. Further, using multivoxel pattern analysis, we demonstrate that the unique reorganization patterns of these individuals allow decoding of participant identity. Together with recent evidence for substantial individual differences in V1 connectivity, this indicates that there may be a consistent role for V1 in blindness, which may differ for each individual. Further, it suggests that the variability in visual reorganization in blindness across individuals could be used to seek stable neuromarkers for sight rehabilitation and assistive approaches.


Assuntos
Cegueira , Plasticidade Neuronal , Humanos , Cegueira/fisiopatologia , Plasticidade Neuronal/fisiologia , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Imageamento por Ressonância Magnética , Córtex Visual Primário/fisiologia , Estudos Longitudinais , Córtex Visual/fisiopatologia , Córtex Visual/fisiologia , Córtex Visual/diagnóstico por imagem , Mapeamento Encefálico/métodos
8.
J Vis ; 24(6): 1, 2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38829629

RESUMO

Computational models of the primary visual cortex (V1) have suggested that V1 neurons behave like Gabor filters followed by simple nonlinearities. However, recent work employing convolutional neural network (CNN) models has suggested that V1 relies on far more nonlinear computations than previously thought. Specifically, unit responses in an intermediate layer of VGG-19 were found to best predict macaque V1 responses to thousands of natural and synthetic images. Here, we evaluated the hypothesis that the poor performance of lower layer units in VGG-19 might be attributable to their small receptive field size rather than to their lack of complexity per se. We compared VGG-19 with AlexNet, which has much larger receptive fields in its lower layers. Whereas the best-performing layer of VGG-19 occurred after seven nonlinear steps, the first convolutional layer of AlexNet best predicted V1 responses. Although the predictive accuracy of VGG-19 was somewhat better than that of standard AlexNet, we found that a modified version of AlexNet could match the performance of VGG-19 after only a few nonlinear computations. Control analyses revealed that decreasing the size of the input images caused the best-performing layer of VGG-19 to shift to a lower layer, consistent with the hypothesis that the relationship between image size and receptive field size can strongly affect model performance. We conducted additional analyses using a Gabor pyramid model to test for nonlinear contributions of normalization and contrast saturation. Overall, our findings suggest that the feedforward responses of V1 neurons can be well explained by assuming only a few nonlinear processing stages.


Assuntos
Redes Neurais de Computação , Neurônios , Animais , Neurônios/fisiologia , Córtex Visual Primário/fisiologia , Estimulação Luminosa/métodos , Modelos Neurológicos , Macaca , Córtex Visual/fisiologia , Dinâmica não Linear
9.
PLoS Comput Biol ; 20(6): e1012190, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38935792

RESUMO

When stimulated, neural populations in the visual cortex exhibit fast rhythmic activity with frequencies in the gamma band (30-80 Hz). The gamma rhythm manifests as a broad resonance peak in the power-spectrum of recorded local field potentials, which exhibits various stimulus dependencies. In particular, in macaque primary visual cortex (V1), the gamma peak frequency increases with increasing stimulus contrast. Moreover, this contrast dependence is local: when contrast varies smoothly over visual space, the gamma peak frequency in each cortical column is controlled by the local contrast in that column's receptive field. No parsimonious mechanistic explanation for these contrast dependencies of V1 gamma oscillations has been proposed. The stabilized supralinear network (SSN) is a mechanistic model of cortical circuits that has accounted for a range of visual cortical response nonlinearities and contextual modulations, as well as their contrast dependence. Here, we begin by showing that a reduced SSN model without retinotopy robustly captures the contrast dependence of gamma peak frequency, and provides a mechanistic explanation for this effect based on the observed non-saturating and supralinear input-output function of V1 neurons. Given this result, the local dependence on contrast can trivially be captured in a retinotopic SSN which however lacks horizontal synaptic connections between its cortical columns. However, long-range horizontal connections in V1 are in fact strong, and underlie contextual modulation effects such as surround suppression. We thus explored whether a retinotopically organized SSN model of V1 with strong excitatory horizontal connections can exhibit both surround suppression and the local contrast dependence of gamma peak frequency. We found that retinotopic SSNs can account for both effects, but only when the horizontal excitatory projections are composed of two components with different patterns of spatial fall-off with distance: a short-range component that only targets the source column, combined with a long-range component that targets columns neighboring the source column. We thus make a specific qualitative prediction for the spatial structure of horizontal connections in macaque V1, consistent with the columnar structure of cortex.


Assuntos
Ritmo Gama , Modelos Neurológicos , Córtex Visual , Animais , Ritmo Gama/fisiologia , Córtex Visual/fisiologia , Rede Nervosa/fisiologia , Neurônios/fisiologia , Estimulação Luminosa , Biologia Computacional , Macaca , Córtex Visual Primário/fisiologia , Sensibilidades de Contraste/fisiologia
10.
J Neural Eng ; 21(4)2024 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-38941988

RESUMO

Objective: Neurons in primary visual cortex (V1) display a range of sensitivity in their response to translations of their preferred visual features within their receptive field: from high specificity to a precise position through to complete invariance. This visual feature selectivity and invariance is frequently modeled by applying a selection of linear spatial filters to the input image, that define the feature selectivity, followed by a nonlinear function that combines the filter outputs, that defines the invariance, to predict the neural response. We compare two such classes of model, that are both popular and parsimonious, the generalized quadratic model (GQM) and the nonlinear input model (NIM). These two classes of model differ primarily in that the NIM can accommodate a greater diversity in the form of nonlinearity that is applied to the outputs of the filters.Approach: We compare the two model types by applying them to data from multielectrode recordings from cat primary visual cortex in response to spatially white Gaussian noise After fitting both classes of model to a database of 342 single units (SUs), we analyze the qualitative and quantitative differences in the visual feature processing performed by the two models and their ability to predict neural response.Main results: We find that the NIM predicts response rates on a held-out data at least as well as the GQM for 95% of SUs. Superior performance occurs predominantly for those units with above average spike rates and is largely due to the NIMs ability to capture aspects of the model's nonlinear function cannot be captured with the GQM rather than differences in the visual features being processed by the two different models.Significance: These results can help guide model choice for data-driven receptive field modelling.


Assuntos
Modelos Neurológicos , Dinâmica não Linear , Campos Visuais , Gatos , Animais , Campos Visuais/fisiologia , Córtex Visual Primário/fisiologia , Estimulação Luminosa/métodos , Córtex Visual/fisiologia , Neurônios/fisiologia
11.
Nat Methods ; 21(7): 1298-1305, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38898094

RESUMO

Volumetric imaging of synaptic transmission in vivo requires high spatial and high temporal resolution. Shaping the wavefront of two-photon fluorescence excitation light, we developed Bessel-droplet foci for high-contrast and high-resolution volumetric imaging of synapses. Applying our method to imaging glutamate release, we demonstrated high-throughput mapping of excitatory inputs at >1,000 synapses per volume and >500 dendritic spines per neuron in vivo and unveiled previously unseen features of functional synaptic organization in the mouse primary visual cortex.


Assuntos
Sinapses , Transmissão Sináptica , Animais , Transmissão Sináptica/fisiologia , Camundongos , Sinapses/fisiologia , Ácido Glutâmico/metabolismo , Córtex Visual/fisiologia , Córtex Visual/citologia , Espinhas Dendríticas/fisiologia , Neurônios/fisiologia , Córtex Visual Primário/fisiologia , Córtex Visual Primário/diagnóstico por imagem , Camundongos Endogâmicos C57BL , Microscopia de Fluorescência por Excitação Multifotônica/métodos
12.
World Neurosurg ; 188: e555-e560, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38823444

RESUMO

BACKGROUND: Geniculocalcarine fibers are thought to be exclusively ipsilateral. However, recent findings challenged this belief, revealing bilateral recruiting responses in occipitotemporoparietal regions upon unilateral stimulation of the lateral geniculate nucleus (LGN) in humans. This raised the intriguing possibility of bilateral projections to primary visual areas (V1). This study sought to explore the hypothetical decussation of the geniculocalcarine tract. METHODS: 40 healthy individuals' 7T magnetic resonance images from the Human Connectome Project were examined. Employing MRtrix3 software with the constrained spherical deconvolution algorithm, scans were processed. LGN served as the seed region and contralateral regions of interest (splenium of the corpus callosum, posterior commissure, LGN, V1, pulvinar, and superior colliculus) were defined to reconstruct the hypothetical decussated fibers. Tractography included contralateral V1 as the target region in all segmentations, excluding ipsilateral V1 to eliminate fibers leading to or originating from this area. Additionally, a segmentation of the tract originating from LGN and projecting to the ipsilateral V1 was performed. Mean fraction anisotropy and mean diffusivity metrics were extracted from the density maps. RESULTS: Observations revealed a substantial volume of decussated fibers between LGN and contralateral V1 via the splenium of the corpus callosum, albeit much smaller than ipsilateral fibers. The volume of ipsilateral fibers was similar in both sides. Left LGN-originating decussated fibers were more than double those originating from the right LGN. Tract segmentation to other regions of interests yielded no fibers. CONCLUSIONS: This study suggests a partial decussation of the fibers between LGN and V1, likely constituting the geniculocalcarine tract.


Assuntos
Imagem de Tensor de Difusão , Corpos Geniculados , Vias Visuais , Humanos , Corpos Geniculados/diagnóstico por imagem , Corpos Geniculados/anatomia & histologia , Imagem de Tensor de Difusão/métodos , Masculino , Feminino , Adulto , Vias Visuais/diagnóstico por imagem , Vias Visuais/anatomia & histologia , Córtex Visual Primário/diagnóstico por imagem , Córtex Visual Primário/anatomia & histologia , Conectoma/métodos , Adulto Jovem , Imageamento por Ressonância Magnética/métodos , Corpo Caloso/diagnóstico por imagem , Corpo Caloso/anatomia & histologia
13.
Sci Rep ; 14(1): 14066, 2024 06 18.
Artigo em Inglês | MEDLINE | ID: mdl-38890361

RESUMO

We show, based on the following three grounds, that the primary visual cortex (V1) is a biological direct-shortcut deep residual learning neural network (ResNet) for sparse visual processing: (1) We first highlight that Gabor-like sets of basis functions, which are similar to the receptive fields of simple cells in the primary visual cortex (V1), are excellent candidates for sparse representation of natural images; i.e., images from the natural world, affirming the brain to be optimized for this. (2) We then prove that the intra-layer synaptic weight matrices of this region can be reasonably first-order approximated by identity mappings, and are thus sparse themselves. (3) Finally, we point out that intra-layer weight matrices having identity mapping as their initial approximation, irrespective of this approximation being also a reasonable first-order one or not, resemble the building blocks of direct-shortcut digital ResNets, which completes the grounds. This biological ResNet interconnects the sparsity of the final representation of the image to that of its intra-layer weights. Further exploration of this ResNet, and understanding the joint effects of its architecture and learning rules, e.g. on its inductive bias, could lead to major advancements in the area of bio-inspired digital ResNets. One immediate line of research in this context, for instance, is to study the impact of forcing the direct-shortcuts to be good first-order approximations of each building block. For this, along with the ℓ 1 -minimization posed on the basis function coefficients the ResNet finally provides at its output, another parallel one could e.g. also be posed on the weights of its residual layers.


Assuntos
Aprendizado Profundo , Percepção Visual , Humanos , Percepção Visual/fisiologia , Redes Neurais de Computação , Córtex Visual Primário/fisiologia , Modelos Neurológicos , Córtex Visual/fisiologia
14.
Sci Adv ; 10(24): eadk3953, 2024 Jun 14.
Artigo em Inglês | MEDLINE | ID: mdl-38875332

RESUMO

The human ability to perceive vivid memories as if they "float" before our eyes, even in the absence of actual visual stimuli, captivates the imagination. To determine the neural substrates underlying visual memories, we investigated the neuronal representation of working memory content in the primary visual cortex of monkeys. Our study revealed that neurons exhibit unique responses to different memory contents, using firing patterns distinct from those observed during the perception of external visual stimuli. Moreover, this neuronal representation evolves with alterations in the recalled content and extends beyond the retinotopic areas typically reserved for processing external visual input. These discoveries shed light on the visual encoding of memories and indicate avenues for understanding the remarkable power of the mind's eye.


Assuntos
Memória de Curto Prazo , Neurônios , Córtex Visual Primário , Percepção Visual , Animais , Neurônios/fisiologia , Memória de Curto Prazo/fisiologia , Córtex Visual Primário/fisiologia , Percepção Visual/fisiologia , Estimulação Luminosa , Macaca mulatta , Córtex Visual/fisiologia
15.
Brain Stimul ; 17(3): 660-667, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38763414

RESUMO

BACKGROUND: Phase synchronization over long distances underlies inter-areal communication and importantly, modulates the flow of information processing to adjust to cognitive demands. OBJECTIVE: This study investigates the impact of single-session, cross-frequency (Alpha-Gamma) bifocal transcranial alternating current stimulation (cf-tACS) to the cortical visual motion network on inter-areal coupling between the primary visual cortex (V1) and the medio-temporal area (MT) and on motion direction discrimination. METHODS: Based on the well-established phase-amplitude coupling (PAC) mechanism driving information processing in the visual system, we designed a novel directionally tuned cf-tACS protocol. Directionality of information flow was inferred from the area receiving low-frequency tACS (e.g., V1) projecting onto the area receiving high-frequency tACS (e.g., MT), in this case, promoting bottom-up information flow (Forward-tACS). The control condition promoted the opposite top-down connection (from MT to V1, called Backward-tACS), both compared to a Sham-tACS condition. Task performance and EEG activity were recorded from 45 young healthy subjects. An additional cohort of 16 stroke patients with occipital lesions and impairing visual processing was measured to assess the influence of a V1 lesion on the modulation of V1-MT coupling. RESULTS: The results indicate that Forward cf-tACS successfully modulated bottom-up PAC (V1 α-phase-MT É£-amplitude) in both cohorts, while producing opposite effects on the reverse MT-to-V1 connection. Backward-tACS did not change V1-MT PAC in either direction in healthy participants but induced a slight decrease in bottom-up PAC in stroke patients. However, these changes in inter-areal coupling did not translate into cf-tACS-specific behavioural improvements. CONCLUSIONS: Single session cf-tACS can alter inter-areal coupling in intact and lesioned brains but is probably not enough to induce longer-lasting behavioural effects in these cohorts. This might suggest that a longer daily visual training protocol paired with tACS is needed to unveil the relationship between externally applied oscillatory activity and behaviourally relevant brain processing.


Assuntos
Percepção de Movimento , Acidente Vascular Cerebral , Estimulação Transcraniana por Corrente Contínua , Humanos , Masculino , Feminino , Acidente Vascular Cerebral/fisiopatologia , Adulto , Estimulação Transcraniana por Corrente Contínua/métodos , Percepção de Movimento/fisiologia , Adulto Jovem , Pessoa de Meia-Idade , Eletroencefalografia , Córtex Visual/fisiologia , Córtex Visual/fisiopatologia , Córtex Visual Primário/fisiologia , Córtex Visual Primário/fisiopatologia , Idoso
16.
Nat Commun ; 15(1): 4495, 2024 May 27.
Artigo em Inglês | MEDLINE | ID: mdl-38802410

RESUMO

Unified visual perception requires integration of bottom-up and top-down inputs in the primary visual cortex (V1), yet the organization of top-down inputs in V1 remains unclear. Here, we used optogenetics-assisted circuit mapping to identify how multiple top-down inputs from higher-order cortical and thalamic areas engage V1 excitatory and inhibitory neurons. Top-down inputs overlap in superficial layers yet segregate in deep layers. Inputs from the medial secondary visual cortex (V2M) and anterior cingulate cortex (ACA) converge on L6 Pyrs, whereas ventrolateral orbitofrontal cortex (ORBvl) and lateral posterior thalamic nucleus (LP) inputs are processed in parallel in Pyr-type-specific subnetworks (Pyr←ORBvl and Pyr←LP) and drive mutual inhibition between them via local interneurons. Our study deepens understanding of the top-down modulation mechanisms of visual processing and establishes that V2M and ACA inputs in L6 employ integrated processing distinct from the parallel processing of LP and ORBvl inputs in L5.


Assuntos
Optogenética , Córtex Visual Primário , Animais , Córtex Visual Primário/fisiologia , Masculino , Tálamo/fisiologia , Vias Visuais/fisiologia , Neurônios/fisiologia , Córtex Visual/fisiologia , Giro do Cíngulo/fisiologia , Interneurônios/fisiologia , Percepção Visual/fisiologia , Camundongos , Feminino , Mapeamento Encefálico
17.
PLoS Comput Biol ; 20(5): e1012127, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38820562

RESUMO

Neurons in the primary visual cortex respond selectively to simple features of visual stimuli, such as orientation and spatial frequency. Simple cells, which have phase-sensitive responses, can be modeled by a single receptive field filter in a linear-nonlinear model. However, it is challenging to analyze phase-invariant complex cells, which require more elaborate models having a combination of nonlinear subunits. Estimating parameters of these models is made additionally more difficult by cortical neurons' trial-to-trial response variability. We develop a simple convolutional neural network method to estimate receptive field models for both simple and complex visual cortex cells from their responses to natural images. The model consists of a spatiotemporal filter, a parameterized rectifier unit (PReLU), and a two-dimensional Gaussian "map" of the receptive field envelope. A single model parameter determines the simple vs. complex nature of the receptive field, capturing complex cell responses as a summation of homogeneous subunits, and collapsing to a linear-nonlinear model for simple type cells. The convolutional method predicts simple and complex cell responses to natural image stimuli as well as grating tuning curves. The fitted models yield a continuum of values for the PReLU parameter across the sampled neurons, showing that the simple/complex nature of cells can vary in a continuous manner. We demonstrate that complex-like cells respond less reliably than simple-like cells. However, compensation for this unreliability with noise ceiling analysis reveals predictive performance for complex cells proportionately closer to that for simple cells. Most spatial receptive field structures are well fit by Gabor functions, whose parameters confirm well-known properties of cat A17/18 receptive fields.


Assuntos
Biologia Computacional , Modelos Neurológicos , Redes Neurais de Computação , Neurônios , Córtex Visual , Animais , Neurônios/fisiologia , Córtex Visual/fisiologia , Córtex Visual/citologia , Biologia Computacional/métodos , Estimulação Luminosa , Campos Visuais/fisiologia , Gatos , Córtex Visual Primário/fisiologia
18.
Curr Biol ; 34(11): 2474-2486.e5, 2024 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-38772362

RESUMO

ON and OFF thalamic afferents from the two eyes converge in the primary visual cortex to form binocular receptive fields. The receptive fields need to be diverse to sample our visual world but also similar across eyes to achieve binocular fusion. It is currently unknown how the cortex balances these competing needs between receptive-field diversity and similarity. Our results demonstrate that receptive fields in the cat visual cortex are binocularly matched with exquisite precision for retinotopy, orientation/direction preference, orientation/direction selectivity, response latency, and ON-OFF polarity/structure. Specifically, the average binocular mismatches in retinotopy and ON-OFF structure are tightly restricted to 1/20 and 1/5 of the average receptive-field size but are still large enough to generate all types of binocular disparity tuning. Based on these results, we conclude that cortical receptive fields are binocularly matched with the high precision needed to facilitate binocular fusion while allowing restricted mismatches to process visual depth.


Assuntos
Córtex Visual Primário , Visão Binocular , Animais , Gatos/fisiologia , Visão Binocular/fisiologia , Córtex Visual Primário/fisiologia , Campos Visuais/fisiologia , Córtex Visual/fisiologia , Disparidade Visual/fisiologia
19.
J Neural Eng ; 21(3)2024 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-38788704

RESUMO

Objective.This study aims to reveal longitudinal changes in functional network connectivity within and across different brain structures near chronically implanted microelectrodes. While it is well established that the foreign-body response (FBR) contributes to the gradual decline of the signals recorded from brain implants over time, how the FBR affects the functional stability of neural circuits near implanted brain-computer interfaces (BCIs) remains unknown. This research aims to illuminate how the chronic FBR can alter local neural circuit function and the implications for BCI decoders.Approach.This study utilized single-shank, 16-channel,100µm site-spacing Michigan-style microelectrodes (3 mm length, 703µm2 site area) that span all cortical layers and the hippocampal CA1 region. Sex balanced C57BL6 wildtype mice (11-13 weeks old) received perpendicularly implanted microelectrode in left primary visual cortex. Electrophysiological recordings were performed during both spontaneous activity and visual sensory stimulation. Alterations in neuronal activity near the microelectrode were tested assessing cross-frequency synchronization of local field potential (LFP) and spike entrainment to LFP oscillatory activity throughout 16 weeks after microelectrode implantation.Main results. The study found that cortical layer 4, the input-receiving layer, maintained activity over the implantation time. However, layers 2/3 rapidly experienced severe impairment, leading to a loss of proper intralaminar connectivity in the downstream output layers 5/6. Furthermore, the impairment of interlaminar connectivity near the microelectrode was unidirectional, showing decreased connectivity from Layers 2/3 to Layers 5/6 but not the reverse direction. In the hippocampus, CA1 neurons gradually became unable to properly entrain to the surrounding LFP oscillations.Significance. This study provides a detailed characterization of network connectivity dysfunction over long-term microelectrode implantation periods. This new knowledge could contribute to the development of targeted therapeutic strategies aimed at improving the health of the tissue surrounding brain implants and potentially inform engineering of adaptive decoders as the FBR progresses. Our study's understanding of the dynamic changes in the functional network over time opens the door to developing interventions for improving the long-term stability and performance of intracortical microelectrodes.


Assuntos
Eletrodos Implantados , Camundongos Endogâmicos C57BL , Microeletrodos , Animais , Camundongos , Masculino , Feminino , Interfaces Cérebro-Computador , Rede Nervosa/fisiologia , Neurônios/fisiologia , Córtex Visual Primário/fisiologia , Estimulação Luminosa/métodos , Reação a Corpo Estranho/etiologia , Região CA1 Hipocampal/fisiologia
20.
Brain Struct Funct ; 229(6): 1397-1415, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38753019

RESUMO

The cat primary visual cortex (V1) is a cortical area for which we have one of the most detailed estimates of the connection 'weights' (expressed as number of synapses) between different neural populations in different layers (Binzegger et al in J Neurosci 24:8441-8453, 2004). Nevertheless, the majority of excitatory input sources to layer 6, the deepest layer in a local translaminar excitatory feedforward loop, was not accounted for by the known neuron types used to generate the quantitative Binzegger diagram. We aimed to fill this gap by using a retrograde tracer that would label neural cell bodies in and outside V1 that directly connect to layer 6 of V1. We found that more than 80% of labeled neurons projecting to layer 6 were within V1 itself. Our data indicate that a substantial fraction of the missing input is provided by a previously unidentified population of layer 3/4 border neurons, laterally distributed and connecting more strongly to layer 6 than the typical superficial layer pyramidal neurons considered by Binzegger et al. (Binzegger et al in J Neurosci 24:8441-8453, 2004). This layer 3/4 to layer 6 connection may be a parallel route to the layer 3 - layer 5 - layer 6 feedforward pathway, be associated with the fast-conducting, movement-related Y pathway and provide convergent input from distant (5-10 degrees) regions of the visual field.


Assuntos
Neurônios , Córtex Visual Primário , Vias Visuais , Animais , Gatos , Córtex Visual Primário/fisiologia , Vias Visuais/fisiologia , Neurônios/fisiologia , Córtex Visual/fisiologia , Masculino
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