Non-hermitian physics

Y Ashida, Z Gong, M Ueda - Advances in Physics, 2020 - Taylor & Francis
A review is given on the foundations and applications of non-Hermitian classical and
quantum physics. First, key theorems and central concepts in non-Hermitian linear algebra …

From the neuron doctrine to neural networks

R Yuste - Nature reviews neuroscience, 2015 - nature.com
For over a century, the neuron doctrine—which states that the neuron is the structural and
functional unit of the nervous system—has provided a conceptual foundation for …

2022 roadmap on neuromorphic computing and engineering

DV Christensen, R Dittmann… - Neuromorphic …, 2022 - iopscience.iop.org
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

Physical reservoir computing—an introductory perspective

K Nakajima - Japanese Journal of Applied Physics, 2020 - iopscience.iop.org
Understanding the fundamental relationships between physics and its information-
processing capability has been an active research topic for many years. Physical reservoir …

[图书][B] Neuronal dynamics: From single neurons to networks and models of cognition

W Gerstner, WM Kistler, R Naud, L Paninski - 2014 - books.google.com
What happens in our brain when we make a decision? What triggers a neuron to send out a
signal? What is the neural code? This textbook for advanced undergraduate and beginning …

Context-dependent computation by recurrent dynamics in prefrontal cortex

V Mante, D Sussillo, KV Shenoy, WT Newsome - nature, 2013 - nature.com
Prefrontal cortex is thought to have a fundamental role in flexible, context-dependent
behaviour, but the exact nature of the computations underlying this role remains largely …

A theory of multineuronal dimensionality, dynamics and measurement

P Gao, E Trautmann, B Yu, G Santhanam, S Ryu… - BioRxiv, 2017 - biorxiv.org
In many experiments, neuroscientists tightly control behavior, record many trials, and obtain
trial-averaged firing rates from hundreds of neurons in circuits containing billions of …

Choice-specific sequences in parietal cortex during a virtual-navigation decision task

CD Harvey, P Coen, DW Tank - Nature, 2012 - nature.com
The posterior parietal cortex (PPC) has an important role in many cognitive behaviours;
however, the neural circuit dynamics underlying PPC function are not well understood. Here …

Hybrid computing using a neural network with dynamic external memory

A Graves, G Wayne, M Reynolds, T Harley, I Danihelka… - Nature, 2016 - nature.com
Artificial neural networks are remarkably adept at sensory processing, sequence learning
and reinforcement learning, but are limited in their ability to represent variables and data …

On simplicity and complexity in the brave new world of large-scale neuroscience

P Gao, S Ganguli - Current opinion in neurobiology, 2015 - Elsevier
Technological advances have dramatically expanded our ability to probe multi-neuronal
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …