Backpropagation and the brain

TP Lillicrap, A Santoro, L Marris, CJ Akerman… - Nature Reviews …, 2020 - nature.com
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 …

Embodied neuromorphic intelligence

C Bartolozzi, G Indiveri, E Donati - Nature communications, 2022 - nature.com
The design of robots that interact autonomously with the environment and exhibit complex
behaviours is an open challenge that can benefit from understanding what makes living …

Memory and information processing in neuromorphic systems

G Indiveri, SC Liu - Proceedings of the IEEE, 2015 - ieeexplore.ieee.org
A striking difference between brain-inspired neuromorphic processors and current von
Neumann processor architectures is the way in which memory and processing is organized …

Artificial optoelectronic synapses based on ferroelectric field-effect enabled 2D transition metal dichalcogenide memristive transistors

ZD Luo, X **a, MM Yang, NR Wilson, A Gruverman… - ACS …, 2019 - ACS Publications
Neuromorphic visual sensory and memory systems, which can perceive, process, and
memorize optical information, represent core technology for artificial intelligence and …

The mechanisms and functions of synaptic facilitation

SL Jackman, WG Regehr - Neuron, 2017 - cell.com
The ability of the brain to store and process information relies on changing the strength of
connections between neurons. Synaptic facilitation is a form of short-term plasticity that …

Neuromorphic functions in PEDOT: PSS organic electrochemical transistors

P Gkoupidenis, N Schaefer, B Garlan, GG Malliaras - Advanced Materials, 2015 - infona.pl
Depressive short‐term synaptic plasticity functions are implemented with a simple polymer
poly (3, 4ethylenedioxythiophene): poly (styrene sulfonate)(PEDOT: PSS) organic …

Functional and effective connectivity: a review

KJ Friston - Brain connectivity, 2011 - liebertpub.com
Over the past 20 years, neuroimaging has become a predominant technique in systems
neuroscience. One might envisage that over the next 20 years the neuroimaging of …

Normalization as a canonical neural computation

M Carandini, DJ Heeger - Nature reviews neuroscience, 2012 - nature.com
There is increasing evidence that the brain relies on a set of canonical neural computations,
repeating them across brain regions and modalities to apply similar operations to different …

A re-examination of the mere exposure effect: The influence of repeated exposure on recognition, familiarity, and liking.

RM Montoya, RS Horton, JL Vevea… - Psychological …, 2017 - psycnet.apa.org
To evaluate the veracity of models of the mere exposure effect and to understand the
processes that moderate the effect, we conducted a meta-analysis of the influence of …

The free-energy principle: a unified brain theory?

K Friston - Nature reviews neuroscience, 2010 - nature.com
A free-energy principle has been proposed recently that accounts for action, perception and
learning. This Review looks at some key brain theories in the biological (for example, neural …