624 citations
- Universidad de SevillaES13 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- ETH ZurichCH2 papers
- Institute of NeuroinformaticsCH2 papers
- James Cook UniversityAU2 papers
- Aarhus UniversityDK1 paper
- Birla Institute of Technology and Science, Pilani - Goa CampusIN1 paper
- Carnegie Mellon UniversityUS1 paper
- CEA GrenobleFR1 paper
- Centre de recherche cerveau et cognitionFR1 paper
- Consejo Superior de Investigaciones CientíficasES1 paper
18 papers
Update Disturbance-Resilient Analog ReRAM Crossbar Arrays for In-Memory Deep Learning Accelerators
Wooseok Choi, Tommaso Stecconi, Donato Francesco Falcone +14
Resistive memory (ReRAM) technologies with crossbar array architectures hold significant potential for analog AI accelerator hardware, enabling both in-memory inference and trainin…
Water-resistant hybrid perovskite solar cell -- drop triboelectric energy harvester
Fernando Nunez-Galvez, Xabier Garcia-Casas, Lidia Contreras Bernal +11
Hybrid energy-harvesting systems combining perovskite solar cells (PSCs) with drop-driven triboelectric nanogenerators (D-TENGs) provide continuous power under various weather cond…
Spin Hall Nano-Oscillator Empirical Electrical Model for Optimal On-chip Detector Design
Rafaella Fiorelli, Mona Rajabali, Roberto Méndez-Romero +7
As nascent nonlinear oscillators, nano-constriction spin Hall nano-oscillators (SHNOs) represent a promising potential for integration into more complicated systems such as neural…
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking
Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang +3
The role of axonal synaptic delays in the efficacy and performance of artificial neural networks has been largely unexplored. In step-based analog-valued neural network models (ANN…
A Memristor-Inspired Computation for Epileptiform Signals in Spheroids
Iván Díez de los Ríos, John Wesley Ephraim, Gemma Palazzolo +3
In this paper we present a memristor-inspired computational method for obtaining a type of running spectrogram or fingerprint of epileptiform activity generated by rodent hippocamp…
A Fully Digital Relaxation-Aware Analog Programming Technique for HfOx RRAM Arrays
Hamidreza Erfanijazi, Luis A. Camuñas-Mesa, Elisa Vianello +2
For neuromorphic engineering to emulate the human brain, improving memory density with low power consumption is an indispensable but challenging goal. In this regard, emerging RRAM…