Melika Payvand
Universität Zürich
H-index: 21
Europe-Switzerland
Top articles of Melika Payvand
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems | Nature Communications | Thomas Dalgaty Filippo Moro Yiğit Demirağ Alessio De Pra Giacomo Indiveri | 2024/1/2 |
DelGrad: Exact gradients in spiking networks for learning transmission delays and weights | arXiv preprint arXiv:2404.19165 | Julian Göltz Jimmy Weber Laura Kriener Peter Lake Melika Payvand | 2024/4/30 |
Neural network circuit with delay line | 2024/4/25 | ||
DenRAM: neuromorphic dendritic architecture with RRAM for efficient temporal processing with delays | Nature Communications | Simone D’Agostino Filippo Moro Tristan Torchet Yiğit Demirağ Laurent Grenouillet | 2024/4/24 |
Spike frequency adaptation: bridging neural models and neuromorphic applications | Chittotosh Ganguly Sai Sukruth Bezugam Elisabeth Abs Melika Payvand Sounak Dey | 2024/2/1 | |
Error-triggered learning of multi-layer memristive spiking neural networks | 2024/1/4 | ||
Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks | Arianna Rubino Matteo Cartiglia Melika Payvand Giacomo Indiveri | 2023/6/11 | |
Scaling limits of memristor-based routers for asynchronous neuromorphic systems | IEEE Transactions on Circuits and Systems II: Express Briefs | Junren Chen Siyao Yang Huaqiang Wu Giacomo Indiveri Melika Payvand | 2023/12/14 |
Synaptic metaplasticity with multi-level memristive devices | Simone D’Agostino Filippo Moro Tifenn Hirtzlin Julien Arcamone Niccolò Castellani | 2023/6/11 | |
Flexible Unipolar IGZO Transistor-Based Integrate and Fire Neurons for Spiking Neuromorphic Applications | IEEE Transactions on Biomedical Circuits and Systems | Ana Lebanov Mauricio Velazquez Lopez Florian De Roose Nikolas P Papadopoulos Giacomo Indiveri | 2023/10/2 |
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking | arXiv preprint arXiv:2304.04640 | Jason Yik Soikat Hasan Ahmed Zergham Ahmed Brian Anderson Andreas G Andreou | 2023/4/10 |
Focus issue on machine learning for neuromorphic engineering | Neuromorphic Computing and Engineering | Melika Payvand Emre Neftci Friedemann Zenke | 2023/9/1 |
The neuromorphic Mosaic: in-memory computing and routing for small-world graphical networks | Thomas Dalgaty Filippo Moro Yiğit Demirağ Alessio De Pra Giacomo Indiveri | 2023/3/21 | |
GMap: An Open-source Efficient Compiler for Mapping any Network onto any Neuromophic Chip | Jimmy Weber Chenxi Wu Melika Payvand | 2023/8/1 | |
Dendritic computation through exploiting resistive memory as both delays and weights | Melika Payvand Simone D'Agostino Filippo Moro Yigit Demirag Giacomo Indiveri | 2023/8/1 | |
Prediction: An algorithmic principle meeting neuroscience and machine learning halfway | Proceedings of the 3rd Human-Like Computing Workshop (HLC 2022) | Younes Bouhadjar Caterina Moruzzi Melika Payvand | 2022 |
Self-organization of an inhomogeneous memristive hardware for sequence learning | Nature communications | Melika Payvand Filippo Moro Kumiko Nomura Thomas Dalgaty Elisa Vianello | 2022/10/2 |
A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices | Shyam Narayanan Erika Covi Viktor Havel Charlotte Frenkel Suzanne Lancaster | 2022/5/27 | |
Hardware for artificial intelligence | Frontiers in Neuroscience | Irem Boybat Melika Payvand Oliver Rhodes Alexander Serb | 2022/8/9 |
Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems | Matteo Cartiglia Arianna Rubino Shyam Narayanan Charlotte Frenkel Germain Haessig | 2022/5/27 |
Co-Authors
