Gradient-descent-based learning in memristive crossbar arrays. - Manu V. Nair; Piotr Dudek (IJCNN, 2015)

Randomized unregulated step descent for limited precision synaptic elements. - Lorenz K. Müller; Manu V. Nair; Giacomo Indiveri (ISCAS, 2017)

A differential memristive synapse circuit for on-line learning in neuromorphic computing systems. - Manu V. Nair; Lorenz K. Müller; Giacomo Indiveri (CoRR, 2017)

A neuromorphic systems approach to in-memory computing with non-ideal memristive devices: From mitigation to exploitation. - Melika Payvand; Manu V. Nair; Lorenz K. Müller; Giacomo Indiveri (CoRR, 2018)

An Ultra-Low Power Sigma-Delta Neuron Circuit. - Manu V. Nair; Giacomo Indiveri (ISCAS, 2019)

A neuromorphic boost to RNNs using low pass filters. - Manu V. Nair; Giacomo Indiveri (CoRR, 2019)

Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons. - Gauthier Boeshertz; Giacomo Indiveri; Manu V. Nair; Alpha Renner (ICONS, 2024)