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Topic: cortical computation

Seminar
3 seminars

In Dynamical Systems and Neuroscience

Seminar · Computational Neuroscience

Heterogeneity and non-random connectivity in reservoir computing

Abigail Morrison · Jülich Research Centre & RWTH Aachen University, Germany

Wed, Jun 1, 2022 · 05:00 UTC

Reservoir computing is a promising framework to study cortical computation, as it is based on continuous, online processing and the requirements and operating principles are compatible with cortical circuit dynamics. However, the framework has issues that limit its scope as a generic model for cortical processing. The most obvious of these is that, in traditional models, learning is restricted to the output projections and takes place in a fully supervised manner. If such an output layer is interpreted at face value as downstream computation, this is biologically questionable. If it is interpr

Seminar · Neuroscience

Brain circuit dynamics in Action and Sleep

Gilles Laurent · Max Planck Institute for Brain Research, Frankfurt, Germany

Fri, Dec 3, 2021 · 11:00 UTC

Our group focuses on brain computation, physiology and evolution, with a particular focus on network dynamics, sleep (evolution and mechanistic underpinnings), cortical computation (through the study of ancestral cortices), and sensorimotor processing. This talk will describe our recent results on the remarkable camouflage behavior of cuttlefish (action) and on brain activity in REM and NonREM in lizards (sleep). Both topics will focus on aspects of circuit dynamics.

Seminar · Computational Neuroscience

Brain circuit dynamics in Action and Sleep

Gilles Laurent · Max Planck Institute for Brain Research, Frankfurt, Germany

Thu, Dec 2, 2021 · 12:15 UTC

Our group focuses on brain computation, physiology and evolution, with a particular focus on network dynamics, sleep (evolution and mechanistic underpinnings), cortical computation (through the study of ancestral cortices), and sensorimotor processing. This talk will describe our recent results on the remarkable camouflage behavior of cuttlefish (action) and on brain activity in REM and NonREM in lizards (sleep). Both topics will focus on aspects of circuit dynamics.