Our recent publications

Contributing Partner(s)

Author

Title and Journal

Year

UNIPD & TUG

Horst Petschenig, Marta Bisio, Marta Maschietto, Alessandro Leparulo, Robert Legenstein, Stefano Vassanelli

Classification of whisker deflections from evoked responses in the somatosensory barrel cortex with spiking neural networks. Front Neurosci.

2022

UNIPD

Benedetta Mariani, Giorgio Nicoletti, Marta Bisio, Marta Maschietto, Stefano Vassanelli, Samir Suweis

Disentangling the critical signatures of neural activity. Sci. Rep.

2022

SOTON

Vasileios Manouras, Spyros Stathopoulos, Alex Serb, Themis Prodromakis

Selectively biased tri-terminal vertically-integrated memristor configuration. Sci. Rep.

2022

SOTON & EDI

Jinqi Huang, Spyros Stathopoulos, Alexantrou Serb, Themis Prodromakis

NeuroPack: An Algorithm-Level Python-Based Simulator for Memristor-Empowered Neuro-Inspired Computing. Front. Nanotech.

2022

BIU

Yuval Baumel, Hagar G. Yamin, Dana Cohen

Chemical suppression of harmaline-induced body tremor yields recovery of pairwise neuronal coherence in cerebellar nuclei neurons. Front. Syst. Neurosci.

2023

TUD

Franz Marcus Schüffny, Sebastian Höppner, Stefan Hänzsche, Richard Miru George, Seyed Mohammad Ali Zeinolabedin, Christian Mayr

Power Minimization in Neural Recording ΔΣ Modulators by Adaptive Back-Gate Voltage Tuning. IEEE SSCL.

2023

TUG

Horst Petschenig, Robert Legenstein

Quantized rewiring: hardware-aware training of sparse deep neural networks. Neuromorph. Comput. Eng.

2023

SOTON

Jinqi Huang, Alexantrou Serb, Spyros Stathopoulos, Themis Prodromakis

Text classification in memristor-based spiking neural networks. Neuromorph. Comput. Eng.

2023

 

Contributing Partner(s)

Author

Title and Conference/Proceedings

Year

TUD

Seyed Mohammad Ali Zeinolabedin, Franz Marcus Schuffny, Richard George, Florian Kelber, Heiner Bauer, Stefan Scholze, Stefan Hanzsche, Marco Stolba, Andreas Dixius, Georg Ellguth, Dennis Walter, Sebastian Hoeppner, Christian Mayr

A 16-Channel Fully Configurable Neural SoC with 1.52W/Ch Signal Acquisition, 2.79W/Ch Real-time Spike Classifier, and 1.79 TOPS/W Deep Neural Network Accelerator in 22nm FDSOI. IEEE Transactions on Biomedical Circuits and Systems

2022

TUD

Franz Marcus Schüffny, Seyed Mohammad Ali Zeinolabedin, Richard George, Liyuan Guo, Annika Weiße, Johannes Uhlig, Julian Meyer, Andreas Dixius, Stefan Hänzsche, Marc Berthel, Stefan Scholz, Sebastian Höppner, Christian Mayr

A 64-channel back-gate adapted ultra-low-voltage spike-aware neural recording front-end with on-chip lossless/near-lossless compression engine and 3.3V stimulator in 22nm FDSOI. 2022 IEEE Asian Solid-State Circuits Conference (A-SSCC)

2022

aiCTX (SYNSENSE)

Julian Büchel, Fynn Faber, Dylan R. Muir

Network insensitivity to parameter noise via parameter attack during training. ICLR 2022

2022

TUG & SOTON

Ceca Kraisnikovic, Spyros Stathopoulos, Themis Prodromakis, Robert Legenstein

Fault pruning: Robust training of neural networks with memristive weights. UCNC 2023. Lecture Notes in Computer Science

2023

SOTON

Alin G. Panca, Alexantrou Serb, Spyros Stathopoulos, Suresh K. Garlapati, Themis Prodromakis

Automated RRAM measurements using a semi-automated probe station and ArC ONE interface. 2023 35th International Conference on Microelectronic Test Structure (ICMTS)

2023

SOTON

Caterina Sbandati, Spyros Stathopoulos, Patrick Foster, Noam D. Peer, Alexantrou Serb, Shiwei Wang, Dana Cohen, Themis Prodromakis

Tone stimulus detection for rats using RRAM-based Local Field Potential monitoring. (Accepted in IEEE BioCAS)

2023