Backpropagation and the brain
During learning, the brain modifies synapses to improve behaviour. In the cortex, synapses
are embedded within multilayered networks, making it difficult to determine the effect of an …
are embedded within multilayered networks, making it difficult to determine the effect of an …
Dendrocentric learning for synthetic intelligence
K Boahen - Nature, 2022 - nature.com
Artificial intelligence now advances by performing twice as many floating-point
multiplications every two months, but the semiconductor industry tiles twice as many …
multiplications every two months, but the semiconductor industry tiles twice as many …
Power-efficient neural network with artificial dendrites
In the nervous system, dendrites, branches of neurons that transmit signals between
synapses and soma, play a critical role in processing functions, such as nonlinear …
synapses and soma, play a critical role in processing functions, such as nonlinear …
Structure and function of a neocortical synapse
S Holler, G Köstinger, KAC Martin, GFP Schuhknecht… - Nature, 2021 - nature.com
In 1986, electron microscopy was used to reconstruct by hand the entire nervous system of a
roundworm, the nematode Caenorhabditis elegans. Since this landmark study, high …
roundworm, the nematode Caenorhabditis elegans. Since this landmark study, high …
Rethinking retrosplenial cortex: perspectives and predictions
The last decade has produced exciting new ideas about retrosplenial cortex (RSC) and its
role in integrating diverse inputs. Here, we review the diversity in forms of spatial and …
role in integrating diverse inputs. Here, we review the diversity in forms of spatial and …
Scalable digital neuromorphic architecture for large-scale biophysically meaningful neural network with multi-compartment neurons
S Yang, B Deng, J Wang, H Li, M Lu… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Multicompartment emulation is an essential step to enhance the biological realism of
neuromorphic systems and to further understand the computational power of neurons. In this …
neuromorphic systems and to further understand the computational power of neurons. In this …
Dense connectomic reconstruction in layer 4 of the somatosensory cortex
INTRODUCTION The brain of mammals consists of an enormously dense network of
neuronal wires: the axons and dendrites of nerve cells. Their packing density is so high that …
neuronal wires: the axons and dendrites of nerve cells. Their packing density is so high that …
Illuminating dendritic function with computational models
P Poirazi, A Papoutsi - Nature reviews neuroscience, 2020 - nature.com
Dendrites have always fascinated researchers: from the artistic drawings by Ramon y Cajal
to the beautiful recordings of today, neuroscientists have been striving to unravel the …
to the beautiful recordings of today, neuroscientists have been striving to unravel the …
Nonlinearity in memristors for neuromorphic dynamic systems
K Yang, J Joshua Yang, R Huang, Y Yang - Small Science, 2022 - Wiley Online Library
As semiconductor technology enters the more than Moore era, there exists an apparent
contradiction between the rapidly growing demands for data processing and the visible …
contradiction between the rapidly growing demands for data processing and the visible …