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 | 28 | 2019 |
A differential memristive synapse circuit for on-line learning in neuromorphic computing systems MV Nair, LK Muller, G Indiveri Nano Futures 1 (3), 035003, 2017 | 28 | 2017 |
Gradient-descent-based learning in memristive crossbar arrays MV Nair, P Dudek 2015 International Joint Conference on Neural Networks (IJCNN), 2015 | 23 | 2015 |
Extended memory lifetime in spiking neural networks employing memristive synapses with nonlinear conductance dynamics S Brivio, D Conti, MV Nair, J Frascaroli, E Covi, C Ricciardi, G Indiveri, ... Nanotechnology 30 (1), 015102, 2018 | 15 | 2018 |
An ultra-low power sigma-delta neuron circuit MV Nair, G Indiveri 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 5 | 2019 |
Randomized unregulated step descent for limited precision synaptic elements LK Müller, MV Nair, G Indiveri 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 5 | 2017 |
Mapping high-performance RNNs to in-memory neuromorphic chips MV Nair, G Indiveri arXiv preprint arXiv:1905.10692 v4, 2019 | 1* | 2019 |
Practical gradient-descent for memristive crossbars MV Nair, P Dudek 2015 International Conference on Memristive Systems (MEMRISYS), 2016 | 1 | 2016 |
Differential memristive circuit G Indiveri, MV Nair US Patent 10,839,898, 2020 | | 2020 |
Design of low-power mixed-signal neurmorphic systems MV Nair University of Zurich, 2019 | | 2019 |
Memristive crossbar arrays for machine learning systems MV Nair The University of Manchester, 2015 | | 2015 |