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
Publications
23 results for Stanislaw Wozniak
Time-encoded multiplication-free spiking neural networks: application to data classification tasks
- Ana Stanojevic
- Giovanni Cherubini
- et al.
- 2022
- Neural Computing and Applications
Speech Recognition using Biologically-Inspired Neural Networks
- Thomas Bohnstingl
- Ayush Garg
- et al.
- 2022
- ICASSP 2022
Introducing principles of synaptic integration in the optimization of deep neural networks
- Giorgia Dellaferrera
- Stanisław Woźniak
- et al.
- 2022
- Nature Communications
Online Spatio-Temporal Learning in Deep Neural Networks
- Thomas Bohnstingl
- Stanislaw Wozniak
- et al.
- 2021
- IEEE TNNLS
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2018
- IJCNN 2018
Building a cognitive platform for the managed IT services lifecycle
- K. Kloeckner
- Constantin Adam
- et al.
- 2018
- IBM J. Res. Dev
Feature learning using synaptic competition in a dynamically-sized neuromorphic architecture
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- ICRC 2017
Neuromorphic Architecture with 1M Memristive Synapses for Detection of Weakly Correlated Inputs
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IEEE TCAS-II
Neuromorphic system with phase-change synapses for pattern learning and feature extraction
- Stanislaw Wozniak
- Angeliki Pantazi
- et al.
- 2017
- IJCNN 2017