Real-time, high-speed video decompression using a frame-and event-based DAVIS sensor C Brandli, L Muller, T Delbruck 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 686-689, 2014 | 42 | 2014 |
Rounding methods for neural networks with low resolution synaptic weights LK Muller, G Indiveri arXiv preprint arXiv:1504.05767, 2015 | 38 | 2015 |
An event-based architecture for solving constraint satisfaction problems H Mostafa, LK Müller, G Indiveri Nature communications 6 (1), 1-10, 2015 | 33 | 2015 |
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 |
Event-based circuits for controlling stochastic learning with memristive devices in neuromorphic architectures M Payvand, LK Muller, G Indiveri 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018 | 13 | 2018 |
Parallel hdr tone mapping and auto-focus on a cellular processor array vision chip JNP Martel, LK Müller, SJ Carey, P Dudek 2016 IEEE International Symposium on Circuits and Systems (ISCAS), 1430-1433, 2016 | 13 | 2016 |
High-speed depth from focus on a programmable vision chip using a focus tunable lens JNP Martel, LK Müller, SJ Carey, P Dudek 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2017 | 11 | 2017 |
Rhythmic inhibition allows neural networks to search for maximally consistent states H Mostafa, LK Müller, G Indiveri Neural computation 27 (12), 2510-2547, 2015 | 9 | 2015 |
A real-time high dynamic range vision system with tone mapping for automotive applications JNP Martel, LK Müller, SJ Carey, P Dudek CNNA 2016; 15th International Workshop on Cellular Nanoscale Networks and …, 2016 | 7 | 2016 |
Recurrent networks of coupled winner-take-all oscillators for solving constraint satisfaction problems H Mostafa, LK Müller, G Indiveri Advances in neural information processing systems, 719-727, 2013 | 7 | 2013 |
Real-time depth from focus on a programmable focal plane processor JNP Martel, LK Müller, SJ Carey, J Müller, Y Sandamirskaya, P Dudek IEEE Transactions on Circuits and Systems I: Regular Papers 65 (3), 925-934, 2017 | 6 | 2017 |
Neural sensors: Learning pixel exposures for hdr imaging and video compressive sensing with programmable sensors JNP Martel, LK Mueller, SJ Carey, P Dudek, G Wetzstein IEEE transactions on pattern analysis and machine intelligence 42 (7), 1642-1653, 2020 | 5 | 2020 |
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 |
Kernelized synaptic weight matrices L Muller, J Martel, G Indiveri International Conference on Machine Learning, 3654-3663, 2018 | 3 | 2018 |
Neural sampling by irregular gating inhibition of spiking neurons and attractor networks LK Muller, G Indiveri arXiv preprint arXiv:1605.06925, 2016 | 3 | 2016 |
Algorithms for massively parallel, event-based hardware LK Müller Universität Zürich, 2015 | 3 | 2015 |
COLNA: A Python Package to Analyze Complex, Linear Networks P Stark, LK Müller Journal of Open Source Software 5 (46), 2073, 2020 | | 2020 |
Neuromorphic Systems Design by Matching Inductive Biases to Hardware Constraints LK Muller, P Stark, BJ Offrein, S Abel Frontiers in neuroscience 14, 2020 | | 2020 |
Live demonstration: Depth from focus on a focal plane processor using a focus tunable liquid lens JNP Martel, LK Müller, SJ Carey, J Müller, Y Sandamirskaya, P Dudek 2017 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2017 | | 2017 |