Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning. - Melika Payvand; Yigit Demirag; Thomas Dalgaty; Elisa Vianello; Giacomo Indiveri (ISCAS, 2020)

PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. - Yigit Demirag; Filippo Moro; Thomas Dalgaty; Gabriele Navarro; Charlotte Frenkel; Giacomo Indiveri; Elisa Vianello; Melika Payvand (ISCAS, 2021)

Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses. - Yigit Demirag; Charlotte Frenkel; Melika Payvand; Giacomo Indiveri (CoRR, 2021)

Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. - Thomas Bohnstingl; Anja Surina; Maxime Fabre; Yigit Demirag; Charlotte Frenkel; Melika Payvand; Giacomo Indiveri; Angeliki Pantazi (AICAS, 2022)

Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. - Melika Payvand; Simone D'Agostino; Filippo Moro; Yigit Demirag; Giacomo Indiveri; Elisa Vianello (ICONS, 2023)

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. - Jason Yik; Soikat Hasan Ahmed; Zergham Ahmed; Brian Anderson; Andreas G. Andreou; Chiara Bartolozzi; Arindam Basu; Douwe den Blanken; Petrut Bogdan; Sander M. Bohté; Younes Bouhadjar; Sonia M. Buckley; et al. (CoRR, 2023)

DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays. - Simone D'Agostino; Filippo Moro; Tristan Torchet; Yigit Demirag; Laurent Grenouillet; Giacomo Indiveri; Elisa Vianello; Melika Payvand (CoRR, 2023)

Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture. - Karthik Charan Raghunathan; Yigit Demirag; Emre Neftci; Melika Payvand (NICE, 2024)

Analog Alchemy: Neural Computation with In-Memory Inference, Learning and Routing. - Yigit Demirag (CoRR, 2024)