Deyu Wang
Builder The claim is about what the hardware does, and the philosophy is left open
Deyu Wang was the first author of Mapping the BCPNN Learning Rule to a Memristor Model, published in Frontiers in Neuroscience on December 9, 2021, with the BCPNN originator Anders Lansner, Pawel Herman, Ahmed Hemani and Zhuo Zou among the coauthors. The paper takes the Bayesian Confidence Propagation Neural Network, a correlation-based learning rule that has been mapped onto neural and synaptic processes of the human cortex and run in spiking models of cortical associative memory, and reformulates it for memristor hardware.
The paper’s stated motivation is the von Neumann bottleneck. In conventional digital implementations, synaptic storage and access dominate the cost. A memristor carries the synaptic state in its own physics, which removes the separation between storage and computation that makes large spiking models expensive.
This site’s Builder category refers to his authorship of that mapping. The result is feasibility evidence for spike-native hardware, examined in the memristive neurons analysis, and it makes no claim about consciousness.
Known for. First author of the 2021 BCPNN-to-memristor mapping in Frontiers in Neuroscience
Coverage on this site
- Memristive Neurons and the Hardware Route to Physical Spikes September 2025
Related researchers
- Anders LansnerKTH Royal Institute of TechnologyThe BCPNN learning rule, spiking models of cortical associative memory, BCPNN-inspired silicon
- Hefei LiuFirst author of the tantalum disulfide stochastic artificial neuron and the 2023 Advanced Materials neuronal devices review
- Vikas AgnihotriIndependent Aerospace and Neuromorphic Systems ResearcherNeuromorphic Satellite Intelligence framework, radiation-induced energy overhead model for spiking neural hardware, constrained on-orbit STDP
- Matt AngleParadromicsFounder and CEO of Paradromics, developer of the Connexus Direct Data Interface high-data-rate brain-computer interface
- Isabella R. BeckettCoauthor of the MaleCNS preprint comparing male and female Drosophila brain connectomes
- Stuart BergFirst author of the MaleCNS preprint on the male Drosophila central nervous system
Deyu Wang is listed with the other builders, who hold that the claim is about what the hardware does, and the philosophy is left open. The positions themselves are set out in the index of consciousness theories. Every researcher covered on this site is indexed in the directory of consciousness researchers.