Manu V. Nair

Gradient-descent-based learning in memristive crossbar arrays

Piotr Dudek, Manu V. Nair, P. Dudek, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Practical gradient-descent for memristive crossbars

Piotr Dudek, Manu V. Nair, P. Dudek, 2015, 2015 International Conference on Memristive Systems (MEMRISYS).

An Ultra-Low Power Sigma-Delta Neuron Circuit

Giacomo Indiveri, Manu V. Nair, G. Indiveri, 2019, 2019 IEEE International Symposium on Circuits and Systems (ISCAS).

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

Giacomo Indiveri, Melika Payvand, Manu V. Nair, 2018, Faraday discussions.

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

Giacomo Indiveri, Manu V. Nair, Lorenz K. Müller, 2017, ArXiv.

Randomized unregulated step descent for limited precision synaptic elements

Giacomo Indiveri, Manu V. Nair, Lorenz K. Müller, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).