In BMI, point process filters model directly on spike timings to extract underlying states such as motion intents from observed multi-neuron spike trains. However, these methods assume the encoded ...

The study presents a useful computational analysis of how the ratio between excitatory and inhibitory neural numbers affects coding capacity. The authors show that increasing the proportion of ...

NeuronGroup: is a class of a certain number of neurons, usually called a layer of neurons, with the same neuron model, connection form, etc. Although it inherits from the Assembly class, its internal ...

This repo holds the codes for Fast-SNN. The time steps of SNNs are automatically calculated from activation precision, i.e., T = 2^b-1. By default, we use signed IF neuron model. optinal arguments: ...

New brain-inspired hardware, architectures and algorithms could lead to more efficient, more capable forms of AI.

What is the basic computational unit of the brain? The neuron? The cortical column? The gene? Although to a neuroscientist this question might seem poorly formulated, to a computer scientist it is ...

Slow the Spread. In the mouse brain, phospho-synuclein pathology (green) accumulates (top) in, from left to right, the motor ...

What happens after death has puzzled scientists for centuries, but a recent study could have captured the moment a human soul ...

Feb. 25, 2025 — The new research reveals how a protein in brain cells may drive Parkinson's onset -- and offers a possible explanation for why Parkinson's is much more common in ...