Signal and noise extraction from analog memory elements for neuromorphic computing
- Nanbo Gong
- T. Idé
- et al.
- 2018
- Nature Communications
Publications
52 results for Irem Boybat
Mixed-precision architecture based on computational memory for training deep neural networks
- S. R. Nandakumar
- Manuel Le Gallo
- et al.
- 2018
- ISCAS 2018
An efficient synaptic architecture for artificial neural networks
- 2017
- NVMTS 2017
Improved deep neural network hardware-Accelerators based on non-volatile-memory: The local gains technique
- Irem Boybat
- Carmelo Di Nolfo
- et al.
- 2017
- ICRC 2017
Supervised learning in spiking neural networks with MLC PCM synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2017
- DRC 2017
Stochastic weight updates in phase-change memory-based synapses and their influence on artificial neural networks
- 2017
- PRIME 2017
Fatiguing STDP: Learning from spike-timing codes in the presence of rate codes
- Timoleon Moraitis
- Abu Sebastian
- et al.
- 2017
- IJCNN 2017
Neuromorphic computing using non-volatile memory
- Geoffrey W. Burr
- Robert M. Shelby
- et al.
- 2016
- Advances in Physics: X
Large-scale neural networks implemented with Non-Volatile Memory as the synaptic weight element: Impact of conductance response
- S. Sidler
- Irem Boybat
- et al.
- 2016
- ESSDERC 2016
Experimental Demonstration and Tolerancing of a Large-Scale Neural Network (165 000 Synapses) Using Phase-Change Memory as the Synaptic Weight Element
- Geoffrey W. Burr
- Robert M. Shelby
- et al.
- 2015
- IEEE T-ED