Stimulus-and goal-oriented frameworks for understanding natural vision

MH Turner, LG Sanchez Giraldo, O Schwartz… - Nature …, 2019 - nature.com
Our knowledge of sensory processing has advanced dramatically in the last few decades,
but this understanding remains far from complete, especially for stimuli with the large …

Beyond STDP—towards diverse and functionally relevant plasticity rules

A Suvrathan - Current opinion in neurobiology, 2019 - Elsevier
Highlights•Associative synaptic plasticity can occur in response to neural signals that are far
apart in time.•The timescales of plasticity bridge delays that are relevant to the local …

Predictive encoding of motion begins in the primate retina

B Liu, A Hong, F Rieke, MB Manookin - Nature neuroscience, 2021 - nature.com
Predictive motion encoding is an important aspect of visually guided behavior that allows
animals to estimate the trajectory of moving objects. Motion prediction is understood …

Information closure theory of consciousness

AYC Chang, M Biehl, Y Yu, R Kanai - Frontiers in Psychology, 2020 - frontiersin.org
Information processing in neural systems can be described and analyzed at multiple
spatiotemporal scales. Generally, information at lower levels is more fine-grained but can be …

Contiguity in perception: origins in cellular associative computations

C Hansel - Trends in Neurosciences, 2024 - cell.com
Our brains are good at detecting and learning associative structures; according to some
linguistic theories, this capacity even constitutes a prerequisite for the development of syntax …

Distinctive properties of biological neural networks and recent advances in bottom-up approaches toward a better biologically plausible neural network

I Jeon, T Kim - Frontiers in Computational Neuroscience, 2023 - frontiersin.org
Although it may appear infeasible and impractical, building artificial intelligence (AI) using a
bottom-up approach based on the understanding of neuroscience is straightforward. The …

Optimal prediction with resource constraints using the information bottleneck

V Sachdeva, T Mora, AM Walczak… - PLoS computational …, 2021 - journals.plos.org
Responding to stimuli requires that organisms encode information about the external world.
Not all parts of the input are important for behavior, and resource limitations demand that …

Maximally efficient prediction in the early fly visual system may support evasive flight maneuvers

S Wang, I Segev, A Borst, S Palmer - PLoS computational biology, 2021 - journals.plos.org
The visual system must make predictions to compensate for inherent delays in its
processing. Yet little is known, mechanistically, about how prediction aids natural behaviors …

Efficient coding, channel capacity, and the emergence of retinal mosaics

NY Jun, G Field, J Pearson - Advances in neural information …, 2022 - proceedings.neurips.cc
Among the most striking features of retinal organization is the grouping of its output neurons,
the retinal ganglion cells (RGCs), into a diversity of functional types. Each of these types …

Sources of predictive information in dynamical neural networks

M Candadai, EJ Izquierdo - Scientific reports, 2020 - nature.com
Behavior involves the ongoing interaction between an organism and its environment. One of
the prevailing theories of adaptive behavior is that organisms are constantly making …