Search Results for author: Zhichao Zhu

Found 3 papers, 2 papers with code

Towards free-response paradigm: a theory on decision-making in spiking neural networks

no code implementations16 Apr 2024 Zhichao Zhu, Yang Qi, Wenlian Lu, Zhigang Wang, Lu Cao, Jianfeng Feng

The energy-efficient and brain-like information processing abilities of Spiking Neural Networks (SNNs) have attracted considerable attention, establishing them as a crucial element of brain-inspired computing.

Decision Making

Learn to integrate parts for whole through correlated neural variability

1 code implementation1 Jan 2024 Zhichao Zhu, Yang Qi, Wenlian Lu, Jianfeng Feng

Sensory perception originates from the responses of sensory neurons, which react to a collection of sensory signals linked to various physical attributes of a singular perceptual object.

Toward stochastic neural computing

2 code implementations23 May 2023 Yang Qi, Zhichao Zhu, Yiming Wei, Lu Cao, Zhigang Wang, Jie Zhang, Wenlian Lu, Jianfeng Feng

To account for the propagation of correlated neural variability, we derive from first principles a moment embedding for spiking neural network (SNN).

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