User profiles for Dmitrii Zendrikov

Dmitrii Zendrikov

Institute of Neuroinformatics, UZH and ETH Zurich
Verified email at ini.uzh.ch
Cited by 63

Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems

D Zendrikov, S Solinas, G Indiveri - bioRxiv, 2022 - biorxiv.org
Neuromorphic processing systems implementing spiking neural networks with mixed signal
analog/digital electronic circuits and/or memristive devices represent a promising …

[HTML][HTML] Supervised training of spiking neural networks for robust deployment on mixed-signal neuromorphic processors

J Büchel, D Zendrikov, S Solinas, G Indiveri, DR Muir - Scientific reports, 2021 - nature.com
Mixed-signal analog/digital circuits emulate spiking neurons and synapses with extremely
high energy efficiency, an approach known as “neuromorphic engineering”. However, analog …

[HTML][HTML] Brain-inspired methods for achieving robust computation in heterogeneous mixed-signal neuromorphic processing systems

D Zendrikov, S Solinas, G Indiveri - … Computing and Engineering, 2023 - iopscience.iop.org
Neuromorphic processing systems implementing spiking neural networks with mixed signal
analog/digital electronic circuits and/or memristive devices represent a promising …

Emergent population activity in metric-free and metric networks of neurons with stochastic spontaneous spikes and dynamic synapses

D Zendrikov, A Paraskevov - Neurocomputing, 2021 - Elsevier
We show that networks of excitatory neurons with stochastic spontaneous spiking activity
and short-term synaptic plasticity can exhibit spontaneous repetitive synchronization in so-…

The vitals for steady nucleation maps of spontaneous spiking coherence in autonomous two-dimensional neuronal networks

D Zendrikov, A Paraskevov - bioRxiv, 2024 - biorxiv.org
Thin pancake-like neuronal networks cultured on top of a planar microelectrode array have
been extensively tried out in neuroengineering, as a substrate for the mobile robot’s control …

On the Spatial Dynamics of a Network Spike in Neuronal Cultures

D Zendrikov, A Paraskevov - frontiersin.org
There exists a short-term (~ 100 ms), repetitive, spontaneous synchronization of network
spiking activity in planar neuronal networks grown in vitro from initially dissociated cortical or …

DynapSIM: A fast, optimizable, and mismatch aware mixed-signal neuromorphic chip simulator

U Çakal - 2022 - open.metu.edu.tr
Mixed-signal neuromorphic processors utilize analog signal processing and digital asynchronous
communication, inspired by biological nervous systems' operation principles. Although …

Neuromorphic implementation of spiking relational neural network for motor control

J Zhao, E Donati, G Indiveri - 2020 2nd IEEE International …, 2020 - ieeexplore.ieee.org
… ACKNOWLEDGMENT The authors would like to acknowledge Dmitrii Zendrikov, the 2019
Capocaccia Neuromorphic Workshop and all its participants for fruitful discussions. This work …

A spike-based neuromorphic stereo architecture for active vision

N Risi, A Aimar, E Donati, S Solinas, G Indiveri - 2019 - zora.uzh.ch
… The authors would like to thank Marc Osswald and Dmitrii Zendrikov for the fruitful discussions,
and Chenxi Wu for contributing to the AER interface design. This work is supported by the …

EMG-based gestures classification using a mixed-signal neuromorphic processing system

Y Ma, B Chen, P Ren, N Zheng… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
… The authors also would like to thank the INI members Jingyue Zhao and Vanessa Leite
who provide their neuromorphic chips DYNAP to run SRNN, Dmitrii Zendrikov who guided the …