Publications

240 results for AI Hardware

Deep learning inference and training using computational phase-change memory
- - Manuel Le Gallo
- 2022
- MRS Fall Meeting 2022
NeuralFuse: Improving the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- - Hao-lun Sun
  - Lei Hsiung
  - et al.
- 2022
- NeurIPS 2022
Electrothermal modeling of projected mushroom-type phase-change memory cells
- - Timothy Philip
  - Ching-Tzu Chen
  - et al.
- 2022
- ANS 2022
Approximating Relu Networks by Single-Spike Computation
- - Ana Stanojevic
  - Evangelos Eleftheriou
  - et al.
- 2022
- ICIP 2022
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- - G. Karunaratne
  - M. Hersche
  - et al.
- 2022
- ESSDERC/ESSCIRC 2022
Towards Scaling Difference Target Propagation by Learning Backprop Targets
- - Maxence Ernoult
  - Fabrice Normandin
  - et al.
- 2022
- ICML 2022
OmpSs@cloudFPGA: An FPGA Task-Based Programming Model with Message Passing
- - Juan Miguel De Haro
  - Rubén Cano
  - et al.
- 2022
- IPDPS 2022
Filamentary TaO_x/HfO₂ ReRAM Devices for Neural Networks Training with Analog In-Memory Computing
- - Tommaso Stecconi
  - Roberto Guido
  - et al.
- 2022
- Advanced Electronic Materials
Optimised weight programming for analogue memory-based deep neural networks
- - Charles Mackin
  - Malte J. Rasch
  - et al.
- 2022
- Nature Communications
Constrained Few-shot Class-incremental Learning
- - Michael Hersche
  - Geethan Karunaratne
  - et al.
- 2022
- CVPR 2022