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Topic: voluntary movement

Seminar
1 seminar

In Biomedical Engineering and Cognition

Seminar · Computational Neuroscience

From spikes to factors: understanding large-scale neural computations

Mark M. Churchland · Columbia University, New York, USA

Thu, Apr 6, 2023 · 14:00 UTC

It is widely accepted that human cognition is the product of spiking neurons. Yet even for basic cognitive functions, such as the ability to make decisions or prepare and execute a voluntary movement, the gap between spikes and computation is vast. Only for very simple circuits and reflexes can one explain computations neuron-by-neuron and spike-by-spike. This approach becomes infeasible when neurons are numerous the flow of information is recurrent. To understand computation, one thus requires appropriate abstractions. An increasingly common abstraction is the neural ‘factor’. Factors are ce