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 |