Results 71 to 80 of about 36,106 (159)

Pendulum Model of Spiking Neurons

CoRR
We propose a biologically inspired model of spiking neurons based on the dynamics of a damped, driven pendulum. Unlike traditional models such as the Leaky Integrate-and-Fire (LIF) neurons, the pendulum neuron incorporates second-order, nonlinear dynamics that naturally give rise to oscillatory behavior and phase-based spike encoding.
openaire   +2 more sources

Parameter Estimation of Two Spiking Neuron Models With Meta-Heuristic Optimization Algorithms. [PDF]

Front Neuroinform, 2022
AbdelAty AM, Fouda ME, Eltawil A.
europepmc   +1 more source

Development of digital hardware for a spiking image recognition network employing a novel burst-based reinforcement learning approach

Scientific Reports
The primary focus of accurate and cost-effective computation in machines endowed with advanced cognitive abilities is to enhance the accuracy and speed of learning in the bio-inspired spiking machine vision networks.
Soheila Nazari, Masoud Amiri
doaj   +1 more source

Modeling Working Memory in a Spiking Neuron Network Accompanied by Astrocytes. [PDF]

Front Cell Neurosci, 2021
Gordleeva SY, Tsybina YA, Krivonosov MI, Ivanchenko MV, Zaikin AA, Kazantsev VB, Gorban AN.   +6 more
europepmc   +1 more source

A Non-spiking Neuron Model With Dynamic Leak to Avoid Instability in Recurrent Networks. [PDF]

Front Comput Neurosci, 2021
Rongala UB, Enander JMD, Kohler M, Loeb GE, Jörntell H.   +4 more
europepmc   +1 more source

nMNSD-A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift. [PDF]

Front Neurosci, 2021
Susi G, Antón-Toro LF, Maestú F, Pereda E, Mirasso C.   +4 more
europepmc   +1 more source

Numerical Cognition Based on Precise Counting with a Single Spiking Neuron. [PDF]

iScience, 2020
Rapp H, Nawrot MP, Stern M.
europepmc   +2 more sources

Analytical strength-duration curve for the spiking response of the LIF neuron to an alpha-function-shaped excitatory current pulse

Results in Applied Mathematics
Whether or not the neuron emits a spike in response to stimulation by an excitatory current pulse is determined by a strength-duration curve (SDC) for the pulse parameters.
Alexander Paraskevov
doaj   +1 more source

Neuromorphic Analog Implementation of Neural Engineering Framework-Inspired Spiking Neuron for High-Dimensional Representation. [PDF]

Front Neurosci, 2021
Hazan A, Ezra Tsur E.
europepmc   +1 more source

Memristor-based spiking neuron circuit design for address-event representation edge motion tracking

Neuromorphic Computing and Engineering
Address-event representation (AER)-based imaging offers high-speed, high-dynamic-range vision by processing the pixel-level visual signals in the form of spatiotemporal, asynchronous spikes.
Pengyu Liu, Lekai Song, Jingfang Pei, Yang Liu, Kong-Pang Pun, Guohua Hu   +5 more
doaj   +1 more source