An Ultra-Low Power Sigma-Delta Neuron Circuit

Authors: Nair, Manu V, Indiveri, Giacomo

Source: 2019 IEEE International Symposium on Circuits and Systems (ISCAS) Circuits and Systems (ISCAS), 2019 IEEE International Symposium on. :1-5 May, 2019

Relation: 2019 IEEE International Symposium on Circuits and Systems (ISCAS)

Randomized unregulated step descent for limited precision synaptic elements

Authors: Muller, Lorenz K., Nair, Manu V., Indiveri, Giacomo

Source: 2017 IEEE International Symposium on Circuits and Systems (ISCAS) Circuits and Systems (ISCAS), 2017 IEEE International Symposium on. :1-4 May, 2017

Relation: 2017 IEEE International Symposium on Circuits and Systems (ISCAS)

Mapping high-performance RNNs to in-memory neuromorphic chips

Authors: Nair, Manu V, Indiveri, Giacomo

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Emerging Technologies, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/1905.10692

Gradient-descent-based learning in memristive crossbar arrays

Authors: Nair, Manu V, Dudek, Piotr

Source: 2015 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2015 International Joint Conference on. :1-7 Jul, 2015

Relation: 2015 International Joint Conference on Neural Networks (IJCNN)

A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation

Authors: Payvand, Melika, Nair, Manu V, Muller, Lorenz K., Indiveri, Giacomo

Subject Terms: Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/1807.05128

A differential memristive synapse circuit for on-line learning in neuromorphic computing systems

Authors: Nair, Manu V, Muller, Lorenz K., Indiveri, Giacomo

Subject Terms: Computer Science - Emerging Technologies

Access URL: http://arxiv.org/abs/1709.05484

A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: from mitigation to exploitation

Authors: Payvand, Melika, Nair, Manu V., Müller, Lorenz K., Indiveri, Giacomo

Source: Faraday discussions. 213:487-510

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100076633264.0x000001&indx=1&recIds=ETOCvdc_100076633264.0x000001

Reconfigurable halide perovskite nanocrystal memristors for neuromorphic computing.

Authors: John, Rohit Abraham, Demirağ, Yiğit, Shynkarenko, Yevhen, Berezovska, Yuliia, Ohannessian, Natacha, Payvand, Melika, Zeng, Peng, Bodnarchuk, Maryna I., Krumeich, Frank, Kara, Gökhan, Shorubalko, Ivan, Nair, Manu V., Cooke, Graham A., Lippert, Thomas, Indiveri, Giacomo, Kovalenko, Maksym V.

Source: Nature Communications; 4/19/2022, Vol. 13 Issue 1, p1-10, 10p

Subject Terms: MEMRISTORS, PEROVSKITE, HALIDES, ELECTRONIC equipment, COMPUTATIONAL complexity, ON-demand computing

Practical gradient-descent for memristive crossbars.

Authors: Nair, Manu V, Dudek, Piotr

Source: 2015 International Conference on Memristive Systems (MEMRISYS); 2015, p1-2, 2p