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Carmelo di Nolfo
Carmelo di Nolfo
Research Scientist, IBM Research
Verified email at ibm.com
Title
Cited by
Cited by
Year
Backpropagation for energy-efficient neuromorphic computing
SK Esser, R Appuswamy, P Merolla, JV Arthur, DS Modha
Advances in neural information processing systems 28, 2015
11352015
Experimental demonstration and tolerancing of a large-scale neural network (165 000 synapses) using phase-change memory as the synaptic weight element
GW Burr, RM Shelby, S Sidler, C Di Nolfo, J Jang, I Boybat, RS Shenoy, ...
IEEE Transactions on Electron Devices 62 (11), 3498-3507, 2015
10642015
Equivalent-accuracy accelerated neural-network training using analogue memory
S Ambrogio, P Narayanan, H Tsai, RM Shelby, I Boybat, C Di Nolfo, ...
Nature 558 (7708), 60-67, 2018
10162018
A low power, fully event-based gesture recognition system
A Amir, B Taba, D Berg, T Melano, J McKinstry, C Di Nolfo, T Nayak, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
7392017
TrueNorth: Accelerating from zero to 64 million neurons in 10 years
MV DeBole, B Taba, A Amir, F Akopyan, A Andreopoulos, WP Risk, ...
Computer 52 (5), 20-29, 2019
2002019
Large-scale neural networks implemented with non-volatile memory as the synaptic weight element: Comparative performance analysis (accuracy, speed, and power)
GW Burr, P Narayanan, RM Shelby, S Sidler, I Boybat, C Di Nolfo, ...
2015 IEEE International Electron Devices Meeting (IEDM), 4.4. 1-4.4. 4, 2015
1922015
Truenorth ecosystem for brain-inspired computing: scalable systems, software, and applications
J Sawada, F Akopyan, AS Cassidy, B Taba, MV Debole, P Datta, ...
SC'16: Proceedings of the International Conference for High Performance …, 2016
972016
From the cover: Convolutional networks for fast, energy-efficient neuromorphic computing
SK Esser, PA Merolla, JV Arthur, AS Cassidy, R Appuswamy, ...
Proceedings of the National Academy of Sciences of the United States of …, 2016
632016
Advances in neuromorphic hardware exploiting emerging nanoscale devices
M Suri
Springer, 2017
412017
Improved deep neural network hardware-accelerators based on non-volatile-memory: The local gains technique
I Boybat, C Di Nolfo, S Ambrogio, M Bodini, NCP Farinha, RM Shelby, ...
2017 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2017
202017
Non-volatile memory as hardware synapse in neuromorphic computing: A first look at reliability issues
RM Shelby, GW Burr, I Boybat, C Di Nolfo
2015 IEEE International Reliability Physics Symposium, 6A. 1.1-6A. 1.6, 2015
192015
Active crosstalk reduction system for multiview autostereoscopic displays
P Hanhart, C di Nolfo, T Ebrahimi
2015 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2015
102015
Neuron-centric local learning rate for artificial neural networks to increase performance, learning rate margin, and reduce power consumption
IB Kara, G Burr, C Di Nolfo, R Shelby
US Patent 10,460,237, 2019
72019
Pcm for neuromorphic applications: Impact of device characteristics on neural network performance
I Boybat, S Sidler, C Di Nolfo, RM Shelby, P Narayanan, Y Leblebici, ...
Proceedings of the European Symposium on Phase Change and Ovonic Science 2015, 2015
22015
Nonvolatile memory crossbar arrays for non-von Neumann computing
S Sidler, JW Jang, GW Burr, RM Shelby, I Boybat, C Di Nolfo, ...
Advances in Neuromorphic Hardware Exploiting Emerging Nanoscale Devices, 129-149, 2017
12017
Symbolic validation of neuromorphic hardware
A Andreopoulos, DS Modha, AS Cassidy, BS Taba, C Di Nolfo, H Penner, ...
US Patent App. 17/077,759, 2022
2022
Horizontal and vertical assertions for validation of neuromorphic hardware
A Andreopoulos, DS Modha, C Di Nolfo, MD Flickner, AS Cassidy, ...
US Patent App. 17/077,709, 2022
2022
Memory-mapped neural network accelerator for deployable inference systems
F Akopyan, JV Arthur, AS Cassidy, MV Debole, C Di Nolfo, MD Flickner, ...
US Patent App. 17/039,559, 2022
2022
Crossbar arrays for Storage Class Memory and non-Von Neumann computing
GW Burr, RM Shelby, S Sidler, P Narayanan, I Boybat, C di Nolfo
European Phase-Change and Ovonic Symposium (E\PCOS), 2015
2015
Non-volatile memory crossbar arrays for non-Von Neumann computing
GW Burr, RM Shelby, I Boybat, S Sidler, C di Nolfo
Electronic Materials Conference (EMC), 2015
2015
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Articles 1–20