Wilfried Haensch

32 papers A* 3Journal 23Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Error-Free and Current-Driven Synthetic Antiferromagnetic Domain Wall Memory Enabled by Channel Meandering.
CoRR
Pengxiang Zhang, Wilfried Haensch, Charudatta M. Phatak, Supratik Guha
2024 J jnl
LRMP: Layer Replication with Mixed Precision for spatial in-memory DNN accelerators.
Frontiers Artif. Intell.
Abinand Nallathambi, Christin David Bose, Wilfried Haensch, Anand Raghunathan
2024 J jnl
Multi-Function Multi-Way Analog Technology for Sustainable Machine Intelligence Computation.
CoRR
Vassilis Kalantzis, Mark S. Squillante, Shashanka Ubaru, Tayfun Gokmen, Chai Wah Wu, Anshul Gupta, Haim Avron, Tomasz Nowicki, Malte J. Rasch, O. Murat Onen, Vanessa López-Marrero, Effendi Leobandung, Yasuteru Kohda, Wilfried Haensch, Lior Horesh
2023 J jnl
LRMP: Layer Replication with Mixed Precision for Spatial In-memory DNN Accelerators.
CoRR
Abinand Nallathambi, Christin David Bose, Wilfried Haensch, Anand Raghunathan
2022 J jnl
A Co-design view of Compute in-Memory with Non-Volatile Elements for Neural Networks.
CoRR
Wilfried Haensch, Anand Raghunathan, Kaushik Roy, Bhaswar Chakrabarti, Charudatta M. Phatak, Cheng Wang, Supratik Guha
2022 J jnl
Neural Network Training With Asymmetric Crosspoint Elements.
Frontiers Artif. Intell.
O. Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesús A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
2022 J jnl
Neural Network Training with Asymmetric Crosspoint Elements.
CoRR
O. Murat Onen, Tayfun Gokmen, Teodor K. Todorov, Tomasz Nowicki, Jesús A. del Alamo, John Rozen, Wilfried Haensch, Seyoung Kim
2021 J jnl
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method.
Neural Process. Lett.
Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, Sangbum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch
2020 J jnl
Training Large-scale Artificial Neural Networks on Simulated Resistive Crossbar Arrays.
IEEE Des. Test
Malte J. Rasch, Tayfun Gokmen, Wilfried Haensch
2019 J jnl
Algorithm for Training Neural Networks on Resistive Device Arrays.
CoRR
Tayfun Gokmen, Wilfried Haensch
2019 J jnl
Neural network accelerator design with resistive crossbars: Opportunities and challenges.
IBM J. Res. Dev.
Shubham Jain, Aayush Ankit, Indranil Chakraborty, Tayfun Gokmen, Malte J. Rasch, Wilfried Haensch, Kaushik Roy, Anand Raghunathan
2019 — conf
Performance Analysis of Spiking RBM with Measurement-Based Phase Change Memory Model.
ICONIP (5)
Masatoshi Ishii, Megumi Ito, Wanki Kim, Sangbum Kim, Akiyo Nomura, Atsuya Okazaki, Junka Okazawa, Kohji Hosokawa, Matthew BrightSky, Wilfried Haensch
2019 — conf
Reliability Challenges with Materials for Analog Computing.
IRPS
Eduard A. Cartier, Wanki Kim, Nanbo Gong, Tayfun Gokmen, Martin M. Frank, Douglas M. Bishop, Youngseok Kim, Seyoung Kim, Takashi Ando, Ernest Y. Wu, Praneet Adusumilli, John Rozen, Paul M. Solomon, Wilfried Haensch, Matthew J. BrightSky, Abu Sebastian, Geoffrey W. Burr, Vijay Narayanan
2019 J jnl
The Next Generation of Deep Learning Hardware: Analog Computing.
Proc. IEEE
Wilfried Haensch, Tayfun Gokmen, Ruchir Puri
2019 — conf
Training Large-Scale Spiking Neural Networks on Multi-core Neuromorphic System Using Backpropagation.
ICONIP (3)
Megumi Ito, Malte J. Rasch, Masatoshi Ishii, Atsuya Okazaki, Sangbum Kim, Junka Okazawa, Akiyo Nomura, Kohji Hosokawa, Wilfried Haensch
2019 J jnl
Training large-scale ANNs on simulated resistive crossbar arrays.
CoRR
Malte J. Rasch, Tayfun Gokmen, Wilfried Haensch
2018 J jnl
Efficient ConvNets for Analog Arrays.
CoRR
Malte J. Rasch, Tayfun Gokmen, Mattia Rigotti, Wilfried Haensch
2018 — conf
NVM Weight Variation Impact on Analog Spiking Neural Network Chip.
ICONIP (7)
Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, Sangbum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch
2018 J jnl
Training LSTM Networks with Resistive Cross-Point Devices.
CoRR
Tayfun Gokmen, Malte J. Rasch, Wilfried Haensch
2017 — conf
Monolithic Silicon Photonic WDM Transceivers.
ECOC
Jessie C. Rosenberg, Folkert Horst, Marwan Khater, Frederick G. Anderson, Robert Leidy, Tymon Barwicz, Douglas M. Gill, Edward Kiewra, Yves Martin, Jason S. Orcutt, Andreas D. Stricker, Charles Whiting, Kate McLean, Bruce Porth, Chi Xiong, Natalie B. Feilchenfeld, Ken Giewont, Karen Nummy, Bert J. Offrein, Wilfried Haensch, William M. J. Green
2017 J jnl
Training Deep Convolutional Neural Networks with Resistive Cross-Point Devices.
CoRR
Tayfun Gokmen, O. Murat Onen, Wilfried Haensch
2016 — conf
Monolithic silicon photonics at 25 Gb/s.
OFC
Jason S. Orcutt, Douglas M. Gill, Jonathan E. Proesel, John J. Ellis-Monaghan, Folkert Horst, Tymon Barwicz, Chi Xiong, Frederick G. Anderson, Ankur Agrawal, Yves Martin, Christian W. Baks, Marwan Khater, Jessie C. Rosenberg, W. D. Sacher, Jens Hofrichter, Edward Kiewra, Andreas D. Stricker, Frank Libsch, Bert Jan Offrein, Mounir Meghelli, Natalie B. Feilchenfeld, Wilfried Haensch, William M. J. Green
2012 A* conf
Near-threshold operation for power-efficient computing?: it depends...
DAC
Leland Chang, Wilfried Haensch
2010 J jnl
Practical Strategies for Power-Efficient Computing Technologies.
Proc. IEEE
Leland Chang, David J. Frank, Robert K. Montoye, Steven J. Koester, Brian L. Ji, Paul W. Coteus, Robert H. Dennard, Wilfried Haensch
2008 J jnl
An 8T-SRAM for Variability Tolerance and Low-Voltage Operation in High-Performance Caches.
IEEE J. Solid State Circuits
Leland Chang, Robert K. Montoye, Yutaka Nakamura, Kevin Batson, Richard J. Eickemeyer, Robert H. Dennard, Wilfried Haensch, Damir Jamsek
2008 A* conf
Why should we do 3D integration?
DAC
Wilfried Haensch
2007 A* conf
Interconnects in the Third Dimension: Design Challenges for 3D ICs.
DAC
Kerry Bernstein, Paul S. Andry, Jerome Cann, Philip G. Emma, David Greenberg, Wilfried Haensch, Mike Ignatowski, Steven J. Koester, John Magerlein, Ruchir Puri, Albert M. Young
2006 J jnl
High-performance CMOS variability in the 65-nm regime and beyond.
IBM J. Res. Dev.
Kerry Bernstein, David J. Frank, Anne E. Gattiker, Wilfried Haensch, Brian L. Ji, Sani R. Nassif, Edward J. Nowak, Dale J. Pearson, Norman J. Rohrer
2006 J jnl
Optimizing CMOS technology for maximum performance.
IBM J. Res. Dev.
David J. Frank, Wilfried Haensch, Ghavam G. Shahidi, Omer H. Dokumaci
2006 J jnl
Preface.
IBM J. Res. Dev.
Wilfried Haensch, Mei-Kei Ieong
2006 J jnl
Silicon CMOS devices beyond scaling.
IBM J. Res. Dev.
Wilfried Haensch, Edward J. Nowak, Robert H. Dennard, Paul M. Solomon, Andres Bryant, Omer H. Dokumaci, Arvind Kumar, Xinlin Wang, Jeffrey B. Johnson, Massimo V. Fischetti
2006 J jnl
Ultralow-voltage, minimum-energy CMOS.
IBM J. Res. Dev.
Scott Hanson, Bo Zhai, Kerry Bernstein, David T. Blaauw, Andres Bryant, Leland Chang, Koushik K. Das, Wilfried Haensch, Edward J. Nowak, Dennis Sylvester