Towards Exact Gradient-based Training on Analog In-memory Computing
- Zhaoxian Wu
- Tayfun Gokmen
- et al.
- 2024
- NeurIPS 2024
Poster
Publications
283 results for AI Hardware
On the role of noise in factorizers for disentangling distributed representations
- Kumudu Geethan Karunaratne
- Michael Hersche
- et al.
- 2024
- NeurIPS 2024
Workshop paperAIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- 2024
- NeurIPS 2024
Workshop paperCryogenic Analog 1T-ReRAM with Enhanced Dynamic Range and Suppressed Noise for Cold Neural Networks
- Saketh Ram Mamidala
- Davide Lombardo
- et al.
- 2024
- IEDM 2024
Conference paperD2W and W2W Hybrid bonding system with below 2.5 micron pitch for 3D chiplet AI applications
- Katsuyuki Sakuma
- Roy Yu
- et al.
- 2024
- IEDM 2024
Invited talkHeterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- Irem Boybat-Kara
- Thomas Boesch
- et al.
- 2024
- IEDM 2024
Invited talkChallenges in the implementation of artificial intelligence hardware based on phase change devices
- Guy Cohen
- Amlan Majumdar
- et al.
- 2024
- MRS Fall Meeting 2024
Invited talkEnergy-Efficient Phase-Change Memory Disc-Type Cells Leveraging Ultrathin Phase-Change Films
- 2024
- MRS Fall Meeting 2024
Invited talkAnalog Conductive-Metal-Oxide/HfOx ReRAM Devices - BEOL Integration, Characterization and Modelling
- Donato Francesco Falcone
- Valeria Bragaglia
- et al.
- 2024
- MRS Fall Meeting 2024
TalkComplex Optimization Problem Solving with Low Variability Neuromorphic VO2-Based Oscillators
- Olivier Maher
- Valeria Bragaglia
- et al.
- 2024
- MRS Fall Meeting 2024
Talk