3 papers
cs.NE2024
From Worms to Mice: Homeostasis Maybe All You Need
Jesus Marco de Lucas
In this brief and speculative commentary, we explore ideas inspired by neural networks in machine learning, proposing that a simple neural XOR motif, involving both excitatory and…
cs.NE2024
Implementing engrams from a machine learning perspective: the relevance of a latent space
J Marco de Lucas
In our previous work, we proposed that engrams in the brain could be biologically implemented as autoencoders over recurrent neural networks. These autoencoders would comprise basi…
q-bio.NC2024
Implementing engrams from a machine learning perspective: XOR as a basic motif
Jesus Marco de Lucas, Maria Peña Fernandez, Lara Lloret Iglesias
We have previously presented the idea of how complex multimodal information could be represented in our brains in a compressed form, following mechanisms similar to those employed…