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Melika Payvand
Melika Payvand
Assistant Professor at Institute of Neuroinformatics, UZH and ETH Zurich
Verified email at ini.uzh.ch - Homepage
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Cited by
Cited by
Year
Hand-gesture recognition based on EMG and event-based camera sensor fusion: A benchmark in neuromorphic computing
E Ceolini, C Frenkel, SB Shrestha, G Taverni, L Khacef, M Payvand, ...
Frontiers in neuroscience 14, 520438, 2020
1482020
Hardware implementation of deep network accelerators towards healthcare and biomedical applications
MR Azghadi, C Lammie, JK Eshraghian, M Payvand, E Donati, ...
IEEE Transactions on Biomedical Circuits and Systems 14 (6), 1138-1159, 2020
1462020
A multiply-add engine with monolithically integrated 3D memristor crossbar/CMOS hybrid circuit
B Chakrabarti, MA Lastras-Montaño, G Adam, M Prezioso, B Hoskins, ...
Scientific reports 7 (1), 42429, 2017
1102017
Discrimination of EMG signals using a neuromorphic implementation of a spiking neural network
E Donati, M Payvand, N Risi, R Krause, G Indiveri
IEEE transactions on biomedical circuits and systems 13 (5), 795-803, 2019
1042019
Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing
RA John, Y Demirağ, Y Shynkarenko, Y Berezovska, N Ohannessian, ...
Nature communications 13 (1), 2074, 2022
1032022
Adaptive extreme edge computing for wearable devices
E Covi, E Donati, X Liang, D Kappel, H Heidari, M Payvand, W Wang
Frontiers in Neuroscience 15, 611300, 2021
932021
A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation
M Payvand, MV Nair, LK Müller, G Indiveri
Faraday Discussions 213, 487-510, 2019
892019
Ultra-low-power FDSOI neural circuits for extreme-edge neuromorphic intelligence
A Rubino, C Livanelioglu, N Qiao, M Payvand, G Indiveri
IEEE Transactions on Circuits and Systems I: Regular Papers 68 (1), 45-56, 2020
622020
Processing EMG signals using reservoir computing on an event-based neuromorphic system
E Donati, M Payvand, N Risi, R Krause, K Burelo, G Indiveri, T Dalgaty, ...
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018
422018
Hybrid neuromorphic circuits exploiting non-conventional properties of RRAM for massively parallel local plasticity mechanisms
T Dalgaty, M Payvand, F Moro, DRB Ly, F Pebay-Peyroula, J Casas, ...
APL Materials 7 (8), 2019
392019
Ultra-low power silicon neuron circuit for extreme-edge neuromorphic intelligence
A Rubino, M Payvand, G Indiveri
2019 26th IEEE International Conference on Electronics, Circuits and Systems …, 2019
372019
Utilizing the switching stochasticity of HfO2/TiOx-based ReRAM devices and the concept of multiple device synapses for the classification of overlapping and noisy patterns
C Bengel, F Cüppers, M Payvand, R Dittmann, R Waser, ...
Frontiers in neuroscience 15, 661856, 2021
352021
Error-triggered three-factor learning dynamics for crossbar arrays
M Payvand, ME Fouda, F Kurdahi, A Eltawil, EO Neftci
2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020
292020
PCM-trace: scalable synaptic eligibility traces with resistivity drift of phase-change materials
Y Demirağ, F Moro, T Dalgaty, G Navarro, C Frenkel, G Indiveri, ...
2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021
282021
On-chip error-triggered learning of multi-layer memristive spiking neural networks
M Payvand, ME Fouda, F Kurdahi, AM Eltawil, EO Neftci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
282020
Self-organization of an inhomogeneous memristive hardware for sequence learning
M Payvand, F Moro, K Nomura, T Dalgaty, E Vianello, Y Nishi, G Indiveri
Nature communications 13 (1), 5793, 2022
272022
A CMOS-memristive self-learning neural network for pattern classification applications
M Payvand, J Rofeh, A Sodhi, L Theogarajan
Proceedings of the 2014 IEEE/ACM International Symposium on Nanoscale …, 2014
252014
Analog weight updates with compliance current modulation of binary ReRAMs for on-chip learning
M Payvand, Y Demirag, T Dalgaty, E Vianello, G Indiveri
2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020
232020
Spike-based plasticity circuits for always-on on-line learning in neuromorphic systems
M Payvand, G Indiveri
2019 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2019
232019
Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures
M Payvand, LK Muller, G Indiveri
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
232018
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