Melika Payvand

68 papers C 11Journal 37Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Event-based Audio Prediction with Spectro-Temporal Event-Graphs. ISCAS Lars Rafeldt, Thomas Mesquida, Hiroshi Nakano, Manon Dampfhoffer, Filippo Moro, Pascal Vivet, Melika Payvand, Thomas Dalgaty
2025	—	`conf`	Hardware architecture and routing-aware training for optimal memory usage: a case study. NICE Jimmy Weber, Théo Ballet, Melika Payvand
2025	J	`jnl`	MINIMALIST: switched-capacitor circuits for efficient in-memory computation of gated recurrent units. CoRR Sebastian Billaudelle, Laura Kriener, Filippo Moro, Tristan Torchet, Melika Payvand
2025	—	`conf`	Quantizing Small-Scale State-Space Models for Edge AI. ICONS Leo Zhao, Tristan Torchet, Melika Payvand, Laura Kriener, Filippo Moro
2025	J	`jnl`	Quantizing Small-Scale State-Space Models for Edge AI. CoRR Leo Zhao, Tristan Torchet, Melika Payvand, Laura Kriener, Filippo Moro
2025	J	`jnl`	Unified Memcapacitor-Memristor Memory for Synaptic Weights and Neuron Temporal Dynamics. CoRR Simone D'Agostino, Marco Massarotto, Tristan Torchet, Filippo Moro, Niccolo Castellani, Laurent Grenouillet, Yann Beilliard, David Esseni, Melika Payvand, Elisa Vianello
2025	J	`jnl`	mGRADE: Minimal Recurrent Gating Meets Delay Convolutions for Lightweight Sequence Modeling. CoRR Tristan Torchet, Christian Metzner, Laura Kriener, Melika Payvand
2024	J	`jnl`	DelGrad: Exact gradients in spiking networks for learning transmission delays and weights. CoRR Julian Göltz, Jimmy Weber, Laura Kriener, Peter Lake, Melika Payvand, Mihai A. Petrovici
2024	J	`jnl`	Editorial: Focus issue on in-memory computing. Neuromorph. Comput. Eng. Wei D. Lu, Melika Payvand, Yuchao Yang
2024	J	`jnl`	Flexible Unipolar IGZO Transistor-Based Integrate and Fire Neurons for Spiking Neuromorphic Applications. IEEE Trans. Biomed. Circuits Syst. Ana Lebanov, Mauricio Velazquez Lopez, Florian De Roose, Nikolas P. Papadopoulos, Giacomo Indiveri, Arianna Rubino, Melika Payvand, Steve Smout, Myriam Willegems, Francky Catthoor, Jan Genoe, Paul Heremans, Kris Myny
2024	J	`jnl`	Hardware architecture and routing-aware training for optimal memory usage: a case study. CoRR Jimmy Weber, Théo Ballet, Melika Payvand
2024	—	`conf`	Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture. NICE Karthik Charan Raghunathan, Yigit Demirag, Emre Neftci, Melika Payvand
2024	J	`jnl`	Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. IEEE Trans. Circuits Syst. II Express Briefs Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
2024	J	`jnl`	The Role of Temporal Hierarchy in Spiking Neural Networks. CoRR Filippo Moro, Pau Vilimelis Aceituno, Laura Kriener, Melika Payvand
2023	J	`jnl`	DenRAM: Neuromorphic Dendritic Architecture with RRAM for Efficient Temporal Processing with Delays. CoRR Simone D'Agostino, Filippo Moro, Tristan Torchet, Yigit Demirag, Laurent Grenouillet, Giacomo Indiveri, Elisa Vianello, Melika Payvand
2023	—	`conf`	Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. ICONS Melika Payvand, Simone D'Agostino, Filippo Moro, Yigit Demirag, Giacomo Indiveri, Elisa Vianello
2023	J	`jnl`	Dendritic Computation through Exploiting Resistive Memory as both Delays and Weights. CoRR Melika Payvand, Simone D'Agostino, Filippo Moro, Yigit Demirag, Giacomo Indiveri, Elisa Vianello
2023	J	`jnl`	Editorial: Focus issue on machine learning for neuromorphic engineering. Neuromorph. Comput. Eng. Melika Payvand, Emre Neftci, Friedemann Zenke
2023	—	`conf`	GMap : An Open-source Efficient Compiler for Mapping any Network onto any Neuromophic Chip. ICONS Jimmy Weber, Chenxi Wu, Melika Payvand
2023	J	`jnl`	NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. CoRR 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, Gert Cauwenberghs, Federico Corradi, Guido de Croon, Andreea Danielescu, Anurag Reddy Daram, Mike Davies, Yigit Demirag, Jason Eshraghian, Jeremy Forest, Steve B. Furber, P. Michael Furlong, Aditya Gilra, Giacomo Indiveri, Siddharth Joshi, Vedant Karia, Lyes Khacef, James C. Knight, Laura Kriener, Rajkumar Kubendran, Dhireesha Kudithipudi, Gregor Lenz, Rajit Manohar, Christian Mayr, Konstantinos P. Michmizos, Dylan R. Muir, Emre Neftci, Thomas Nowotny, Fabrizio Ottati, Ayça Özcelikkale, Noah Pacik-Nelson, Priyadarshini Panda, Pao-Sheng Sun, Melika Payvand, Christian Pehle, Mihai A. Petrovici, Christoph Posch, Alpha Renner, Yulia Sandamirskaya, Clemens JS Schaefer, André van Schaik, Johannes Schemmel, Catherine D. Schuman, Jae-sun Seo, Sumit Bam Shrestha, Manolis Sifalakis, Amos Sironi, Kenneth Michael Stewart, Terrence C. Stewart, Philipp Stratmann, Guangzhi Tang, Jonathan Timcheck, Marian Verhelst, Craig M. Vineyard, Bernhard Vogginger, Amirreza Yousefzadeh, Biyan Zhou, Fatima Tuz Zohora, Charlotte Frenkel, Vijay Janapa Reddi
2023	—	`conf`	Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks. AICAS Arianna Rubino, Matteo Cartiglia, Melika Payvand, Giacomo Indiveri
2023	J	`jnl`	Neuromorphic analog circuits for robust on-chip always-on learning in spiking neural networks. CoRR Arianna Rubino, Matteo Cartiglia, Melika Payvand, Giacomo Indiveri
2023	—	`ed.`	Proceedings of the 2023 International Conference on Neuromorphic Systems, ICONS 2023, Santa Fe, NM, USA, August 1-3, 2023 ICONS Catherine D. Schuman, Melika Payvand, Maryam Parsa
2023	J	`jnl`	Scaling Limits of Memristor-Based Routers for Asynchronous Neuromorphic Systems. CoRR Junren Chen, Siyao Yang, Huaqiang Wu, Giacomo Indiveri, Melika Payvand
2023	—	`conf`	Synaptic metaplasticity with multi-level memristive devices. AICAS Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2023	J	`jnl`	Synaptic metaplasticity with multi-level memristive devices. CoRR Simone D'Agostino, Filippo Moro, Tifenn Hirtzlin, Julien Arcamone, Niccolo Castellani, Damien Querlioz, Melika Payvand, Elisa Vianello
2022	C	`conf`	A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices. ISCAS Shyam Narayanan, Erika Covi, Viktor Havel, Charlotte Frenkel, Suzanne Lancaster, Quang T. Duong, Stefan Slesazeck, Thomas Mikolajick, Melika Payvand, Giacomo Indiveri
2022	J	`jnl`	A 120dB Programmable-Range On-Chip Pulse Generator for Characterizing Ferroelectric Devices. CoRR Shyam Narayanan, Erika Covi, Viktor Havel, Charlotte Frenkel, Suzanne Lancaster, Quang T. Duong, Stefan Slesazeck, Thomas Mikolajick, Melika Payvand, Giacomo Indiveri
2022	—	`conf`	Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. AICAS Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
2022	C	`conf`	Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. ISCAS Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello
2022	J	`jnl`	Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks. CoRR Filippo Moro, Eduardo Esmanhotto, Tifenn Hirtzlin, Niccolo Castellani, Ahmed Trabelsi, Thomas Dalgaty, Gabriel Molas, François Andrieu, Stefano Brivio, Sabina Spiga, Giacomo Indiveri, Melika Payvand, Elisa Vianello
2022	—	`ed.`	ICONS 2022: International Conference on Neuromorphic Systems, Knoxville, TN, USA, July 27 - 29, 2022 ICONS Thomas E. Potok, Catherine D. Schuman, Melika Payvand, Prasanna Date, Shruti R. Kulkarni, Yiran Chen, Robinson E. Pino, Brad Aimone, Mutsumi Kimura, Gregory Cohen, David Whittaker, Gordon Hirsch Wilson
2022	—	`conf`	Prediction: An Algorithmic Principle Meeting Neuroscience and Machine Learning Halfway. HLC Younes Bouhadjar, Caterina Moruzzi, Melika Payvand
2022	—	`conf`	Reliability Analysis of Memristor Crossbar Routers: Collisions and On/off Ratio Requirement. ICECS 2022 Junren Chen, Chenxi Wu, Giacomo Indiveri, Melika Payvand
2022	C	`conf`	Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems. ISCAS Matteo Cartiglia, Arianna Rubino, Shyam Narayanan, Charlotte Frenkel, Germain Haessig, Giacomo Indiveri, Melika Payvand
2022	J	`jnl`	Stochastic dendrites enable online learning in mixed-signal neuromorphic processing systems. CoRR Matteo Cartiglia, Arianna Rubino, Shyam Narayanan, Charlotte Frenkel, Germain Haessig, Giacomo Indiveri, Melika Payvand
2021	—	`ed.`	ICONS 2021: International Conference on Neuromorphic Systems 2021, Knoxville, TN, USA, July 27-29, 2021 ICONS Thomas E. Potok, Melika Payvand, Catherine D. Schuman, Prasanna Date, Mutsumi Kimura, Cory E. Merkel, Brad Aimone, Sonia M. Buckley, Yiran Chen, Gregory Cohen, Todd Hylton, Robert M. Patton, Robinson E. Pino, Garrett S. Rose
2021	J	`jnl`	NEUROTECH - A European Community of Experts on Neuromorphic Technologies. ERCIM News Melika Payvand, Elisa Donati, Giacomo Indiveri
2021	J	`jnl`	Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses. CoRR Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri
2021	C	`conf`	PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. ISCAS Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand
2021	J	`jnl`	PCM-trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials. CoRR Yigit Demirag, Filippo Moro, Thomas Dalgaty, Gabriele Navarro, Charlotte Frenkel, Giacomo Indiveri, Elisa Vianello, Melika Payvand
2021	J	`jnl`	Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence. IEEE Trans. Circuits Syst. I Regul. Pap. Arianna Rubino, Can Livanelioglu, Ning Qiao, Melika Payvand, Giacomo Indiveri
2020	J	`jnl`	Adaptive Extreme Edge Computing for Wearable Devices. CoRR Erika Covi, Elisa Donati, Hadi Heidari, David Kappel, Xiangpeng Liang, Melika Payvand, Wei Wang
2020	C	`conf`	Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning. ISCAS Melika Payvand, Yigit Demirag, Thomas Dalgaty, Elisa Vianello, Giacomo Indiveri
2020	—	`conf`	Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays. AICAS Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2020	J	`jnl`	Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. CoRR Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
2020	J	`jnl`	Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications. IEEE Trans. Biomed. Circuits Syst. Mostafa Rahimi Azghadi, Corey Lammie, Jason Kamran Eshraghian, Melika Payvand, Elisa Donati, Bernabé Linares-Barranco, Giacomo Indiveri
2020	C	`conf`	Lessons Learned the Hard Way. ISCAS Tobi Delbruck, Ibrahim Abe M. Elfadel, Shahzad Muzaffar, Germain Haessig, Bo Wang, Amine Bermak, Rui Graca, Luis A. Camuñas-Mesa, Bathiya Senevirathna, Pamela Abshire, Bernabé Linares-Barranco, Saeed Afshar, Shih-Chii Liu, Runchun Mark Wang, Piotr Dudek, Stephen J. Carey, José M. de la Rosa, Marc Dandin, Sheung Lu, Vincent Frick, Teresa Serrano-Gotarredona, Paula López, Melika Payvand, Advait Madhavan, Eric R. Fossum, Juan Camilo Vasquez Tieck, Ian Williams, Yan Liu, Timothy G. Constandinou, Alexander Serb, Ricardo Carmona-Galán, Robert Nawrocki, Walter D. Leon-Salas
2020	J	`jnl`	Low-Energy and Fast Spiking Neural Network For Context-Dependent Learning on FPGA. IEEE Trans. Circuits Syst. Hajar Asgari, Babak Mazloom-Nezhad Maybodi, Melika Payvand, Mostafa Rahimi Azghadi
2020	J	`jnl`	On-Chip Error-Triggered Learning of Multi-Layer Memristive Spiking Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2020	J	`jnl`	On-Chip Error-triggered Learning of Multi-layer Memristive Spiking Neural Networks. CoRR Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2020	J	`jnl`	Ultra-Low-Power FDSOI Neural Circuits for Extreme-Edge Neuromorphic Intelligence. CoRR Arianna Rubino, Can Livanelioglu, Ning Qiao, Melika Payvand, Giacomo Indiveri
2019	J	`jnl`	Discrimination of EMG Signals Using a Neuromorphic Implementation of a Spiking Neural Network. IEEE Trans. Biomed. Circuits Syst. Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Giacomo Indiveri
2019	J	`jnl`	Error-triggered Three-Factor Learning Dynamics for Crossbar Arrays. CoRR Melika Payvand, Mohammed E. Fouda, Fadi J. Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
2019	C	`conf`	Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity. ISCAS Thomas Dalgaty, Melika Payvand, Barbara De Salvo, Jerome Casas, Giusy Lama, Etienne Nowak, Giacomo Indiveri, Elisa Vianello
2019	—	`conf`	Live Demostration: Sensor fusion using EMG and vision for hand gesture classification in mobile applications. BioCAS Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2019	—	`conf`	Sensor fusion using EMG and vision for hand gesture classification in mobile applications. BioCAS Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2019	J	`jnl`	Sensor fusion using EMG and vision for hand gesture classification in mobile applications. CoRR Enea Ceolini, Gemma Taverni, Lyes Khacef, Melika Payvand, Elisa Donati
2019	C	`conf`	Spike-Based Plasticity Circuits for Always-on On-Line Learning in Neuromorphic Systems. ISCAS Melika Payvand, Giacomo Indiveri
2019	—	`conf`	Ultra-Low Power Silicon Neuron Circuit for Extreme-Edge Neuromorphic Intelligence. ICECS Arianna Rubino, Melika Payvand, Giacomo Indiveri
2018	J	`jnl`	A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation. CoRR Melika Payvand, Manu V. Nair, Lorenz K. Müller, Giacomo Indiveri
2018	C	`conf`	Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures. ISCAS Melika Payvand, Lorenz K. Müller, Giacomo Indiveri
2018	J	`jnl`	From Winner-Takes-All to Winners-Share-All: Exploiting the Information Capacity in Temporal Codes. Neural Comput. Melika Payvand, Luke Theogarajan
2018	—	`conf`	Processing EMG signals using reservoir computing on an event-based neuromorphic system. BioCAS Elisa Donati, Melika Payvand, Nicoletta Risi, Renate Krause, Karla Burelo, Giacomo Indiveri, Thomas Dalgaty, Elisa Vianello
2015	J	`jnl`	A Low-Power Variation-Aware Adaptive Write Scheme for Access-Transistor-Free Memristive Memory. ACM J. Emerg. Technol. Comput. Syst. Amirali Ghofrani, Miguel Angel Lastras-Montaño, Siddharth Gaba, Melika Payvand, Wei Lu, Luke Theogarajan, Kwang-Ting Cheng
2015	C	`conf`	A configurable CMOS memory platform for 3D-integrated memristors. ISCAS Melika Payvand, Advait Madhavan, Miguel Angel Lastras-Montaño, Amirali Ghofrani, Justin Rofeh, Kwang-Ting Cheng, Dmitri B. Strukov, Luke Theogarajan
2015	—	`conf`	Exploiting local connectivity of CMOL architecture for highly parallel orientation selective neuromorphic chips. NANOARCH Melika Payvand, Luke Theogarajan
2014	—	`conf`	A CMOS-memristive self-learning neural network for pattern classification applications. NANOARCH Melika Payvand, Justin Rofeh, Avantika Sodhi, Luke Theogarajan