Vitali Karasenko

According to our database1, Vitali Karasenko authored at least 15 papers between 2017 and 2022.

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Bibliography

2022
Surrogate gradients for analog neuromorphic computing.
Proc. Natl. Acad. Sci. USA, 2022

A Scalable Approach to Modeling on Accelerated Neuromorphic Hardware.
CoRR, 2022

Demonstrating BrainScaleS-2 Inter-Chip Pulse-Communication using EXTOLL.
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022

2020
Von Neumann bottlenecks in non-von Neumann computing architectures.
PhD thesis, 2020

Correction to: Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System.
J. Signal Process. Syst., 2020

Verification and Design Methods for the BrainScaleS Neuromorphic Hardware System.
J. Signal Process. Syst., 2020

Training spiking multi-layer networks with surrogate gradients on an analog neuromorphic substrate.
CoRR, 2020

Inference with Artificial Neural Networks on Analog Neuromorphic Hardware.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020



2018
Generative models on accelerated neuromorphic hardware.
CoRR, 2018

2017
Neuromorphic Hardware In The Loop: Training a Deep Spiking Network on the BrainScaleS Wafer-Scale System.
CoRR, 2017

Pattern representation and recognition with accelerated analog neuromorphic systems.
CoRR, 2017




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