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The structures and functions of correlations in neural population codes
The collective activity of a population of neurons, beyond the properties of individual cells, is
crucial for many brain functions. A fundamental question is how activity correlations between …
crucial for many brain functions. A fundamental question is how activity correlations between …
Neural tuning and representational geometry
A central goal of neuroscience is to understand the representations formed by brain activity
patterns and their connection to behaviour. The classic approach is to investigate how …
patterns and their connection to behaviour. The classic approach is to investigate how …
Waking state: rapid variations modulate neural and behavioral responses
The state of the brain and body constantly varies on rapid and slow timescales. These
variations contribute to the apparent noisiness of sensory responses at both the neural and …
variations contribute to the apparent noisiness of sensory responses at both the neural and …
Information-limiting correlations
Computational strategies used by the brain strongly depend on the amount of information
that can be stored in population activity, which in turn strongly depends on the pattern of …
that can be stored in population activity, which in turn strongly depends on the pattern of …
Fundamental bounds on the fidelity of sensory cortical coding
How the brain processes information accurately despite stochastic neural activity is a
longstanding question. For instance, perception is fundamentally limited by the information …
longstanding question. For instance, perception is fundamentally limited by the information …
Correlations and neuronal population information
Brain function involves the activity of neuronal populations. Much recent effort has been
devoted to measuring the activity of neuronal populations in different parts of the brain under …
devoted to measuring the activity of neuronal populations in different parts of the brain under …
[HTML][HTML] High-precision coding in visual cortex
Individual neurons in visual cortex provide the brain with unreliable estimates of visual
features. It is not known whether the single-neuron variability is correlated across large …
features. It is not known whether the single-neuron variability is correlated across large …
Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems
Neuromorphic processing systems implementing spiking neural networks with mixed signal
analog/digital electronic circuits and/or memristive devices represent a promising …
analog/digital electronic circuits and/or memristive devices represent a promising …
The mechanics of state-dependent neural correlations
Simultaneous recordings from large neural populations are becoming increasingly common.
An important feature of population activity is the trial-to-trial correlated fluctuation of spike …
An important feature of population activity is the trial-to-trial correlated fluctuation of spike …
Noise in neural populations accounts for errors in working memory
PM Bays - Journal of Neuroscience, 2014 - jneurosci.org
Errors in short-term memory increase with the quantity of information stored, limiting the
complexity of cognition and behavior. In visual memory, attempts to account for errors in …
complexity of cognition and behavior. In visual memory, attempts to account for errors in …