Supervised learning in spiking neural networks with MLC PCM synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2017
- DRC 2017
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48 results for Irem Boybat
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
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
Non-volatile memory as hardware synapse in neuromorphic computing: A first look at reliability issues
- Robert M. Shelby
- Geoffrey W. Burr
- et al.
- 2015
- IRPS 2015
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks
- Sidney Tsai
- Pritish Narayanan
- et al.
- 2023
- ISCAS 2023
In-memory computing accelerator architectures for throughput-critical and resource-constrained systems
- 2022
- MEMRISYS 2022
Devices, Circuits, and Architectures for Analog In-Memory Computing-Based Deep Neural Network Inference Hardware Acceleration
- 2024
- HiPEAC 2024
In-memory computing for accelerating deep neural networks and neuro-vector-symbolic architectures
- 2023
- AICAS 2023
A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh
- Shubham Jain
- Hsinyu Tsai
- et al.
- 2023
- IEEE Transactions on VLSI Systems