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15 results

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An adaptive state-space control framework for driving decision variables

David Weiss, Adriano Borsa, Ashley Kim, Garrett Stanley · COSYNE 2025

A prevailing theory in goal-directed decision-making is that the brain accumulates evidence over time to make perceptual decisions. However, even after two decades of studies on evidence accumulation, it is still unclear how neuronal populations cooperate to dynamically represent decision variables. This is because of a lack of tools for gaining experimental control over variables of interest to test their relationship to behavior. To address this gap, we develop a state-space control framework to causally interact with decision-related latent variables. To expose decision variables to target

ePoster · Neuroscience

Many behaviors demand a balance between exploitation, which requires reliability, and exploration, which involves flexibility. In cortical circuits, much work has emphasized how attractor dynamics generate reliable behavior through the convergence of a network to specialized activity patterns for specific decisions and actions1. Other work has emphasized how cortical activity exhibits variability across trials of a behavior, which could in principle support flexibility in actions2. Here, through multi-area calcium imaging and recurrent neural network models, we propose that cortical activity f

ePoster · Computational Neuroscience

Previous research suggests that electrical stimulation over posterior parietal cortex (PPC) can modulate visual cognition that requires selective attention, yet the specific neural processes affected remain unclear. We hypothesized that tDCS over the PPC influenced the distribution of visuospatial attention by mediating the way selective attention wrap visuocortical processing. We tested this hypothesis using unilateral transcranial direct-current stimulation (tDCS) to the PPC of male and female human volunteers before we recorded electroencephalography (EEG) and collected psychophysical data.

ePoster · Neuroscience

The language of space: Where is this and where is that?

Umberto Quartetti, Giuditta Gambino, Filippo Brighina et al. · FENS Forum 2024

…studies, mainly on the motor cortex. Our goal was to assess if visuospatial coding affects the semantic comprehension of space-related words differently for peripersonal and extrapersonal space, and the causal role of the posterior parietal cortex (PPC).Methods: Utilizing Unity3D and Oculus Rift S, a virtual reality setup displayed 3D words at peripersonal (60 cm) and extrapersonal (120 cm) space. Participant

ePoster · Psycholinguistics

Tactile perception and memory in rats and humans: A general framework across tasks and species

Davide Giana, Francesca Pulecchi, Annachiara Guglietti et al. · FENS Forum 2024

Perceptual memories store our experiences; they are the basis for our understanding the external world and guiding our decisions. Despite fast-paced research in this field, behavioral and cognitive constructs are often custom built around the investigators’ preferred task, and general principles across tasks are still missing. To address these issues, we performed psychophysical experiments aiming to build a computational model comprised of interconnected functional units, each performing a specific task-independent operation. The interaction between units and the readout of the system can be

ePoster · Neuroscience

…primary whisker somatosensory cortex (wS1) whereas visual signals arrive in the retinotopically organized primary visual cortex (V1). The posterior parietal cortex (PPC) in-between is a candidate cortical region for merging these two representations. However, how converging visual and tactile inputs of nearby objects are processed in these cortical areas remains unclear. To address t

ePoster · Neuroscience

Whole-brain MRI and single-cell neural resources underlying sensory-driven temporal expectation in mice

Tim Adrian Wendlandt, Patricia Wenk, Julia U. Henschke et al. · FENS Forum 2024

Knowledge of the timing of events is critical for efficient behaviour. Previous work examining the formation of expectations following temporally predictable stimulus sequences has revealed that humans are able to extract regularities, which can improve performance. To determine the underlying neural circuits that drive temporal attention, we established an equivalent behavioural paradigm for mice. We randomize trials with either a long or short delay between a cue and target stimulus, where one delay type occurs with a higher frequency. This allowed for the formation of expectations based on

ePoster · Neuroscience

From recency to central tendency biases in working memory: a unifying network model

Vezha Boboeva, Alberto Pezzotta, Athena Akrami, Claudia Clopath · COSYNE 2023

The central tendency bias, or contraction bias, is a phenomenon where the judgment of the magnitude of items held in working memory (WM) is biased towards the average of past observations. It is assumed to be an optimal strategy by the brain, and commonly thought of an expression of the brain’s ability to learn the statistical structure of sensory inputs. On the other hand, recency biases such as serial dependence are also commonly observed, and are thought to reflect the content of WM. Recent results from an auditory delayed comparison task in rats, suggest that both biases may be more relate

ePoster · Computational Neuroscience

Beyond task-optimized neural models: constraints from eye movements during navigation

Akis Stavropoulos, Kaushik Lakshminarasimhan, Dora Angelaki · COSYNE 2023

Generic neural networks optimized for task performance are often successful in predicting neural activity in animals. However, neural mechanisms dictate not only the task performance but also how a particular task is solved. Can we deduce mechanisms from cognitive strategies? To find out, we asked humans and monkeys to perform a challenging task in which they steered to a remembered goal location by integrating self-motion in a virtual environment lacking position cues. Although this task requires only mentally tracking one’s position relative to the goal, subjects physically tracked this late

ePoster · Neuroscience

…aims to identify under what conditions cortex is actually necessary for making accurate decisions. We discovered that mice with distinct cognitive experiences, beyond sensory and motor learning, use different cortical areas and neural activity patterns to solve the same task, revealing past learning as a critical determinant of whether cortex is necessary for decision tasks. We used optogenetics and calcium imaging to study the necessity and neural activity of multiple cortical areas in mice with diffe

Fri, Apr 22, 2022 · 13:00 UTC

Seminar · Behavioral Neuroscience

Identifying changes in behavioral strategy from neural responses during evidence accumulation

Brian DePasquale, Carlos D. Brody, Jonathan Pillow · COSYNE 2022

Recent studies in flies and rodents have shown that animals switch between a small number of ‘behavioral states’ during decision-making. However, the majority of studies infer these state switches only from behavioral measurements such as choices or movements. To provide greater insight into the internal processes that guide these switches, we developed a method for identifying state changes from behavioral measurements and neural responses. We applied this method to an evidence accumulation task studied in rats. Our method models trial-to-trial state switches with a hidden Markov model (HMM)

ePoster · Computational Neuroscience

Decisions are often guided by detecting subtle signals in a dynamic sensory environment. Although the brain must track such decision-relevant signals, how they are represented and transformed by neural activity across the sensorimotor axis remains poorly understood. Here, we recorded neural activity with Neuropixels probes across dozens of brain regions while mice performed a visual change-detection task. We trained mice to detect a sustained increase in temporal-frequency (TF) of a drifting grating stimulus, whose speed fluctuates stochastically around the mean of 1Hz. The task requires mice

ePoster · Neuroscience

…intracortical recordings from the posterior parietal cortex (PPC). As part of an ongoing clinical trial, two participants with cervical spinal cord injury were each implanted with a 96-channel array in the left PPC. Across four sessions each, we recorded neural activity while they attempted to pr

Wed, Dec 1, 2021 · 13:15 UTC

Seminar · Biomedical Engineering