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Artificial synapse using flexible and air-stable Cs3Bi2I9 perovskite memristors
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Abstract
Von Neumann bottleneck necessitates the creation of dedicated processors for neuromorphic artificial intelligence tasks such as in-memory computing, where memristors are formulated as synapses. Perovskites are great candidates for memristors owing to their mixed ionic–electronic conduction and their compatibility with cost-effective processing techniques. In this work, we have fabricated a highly stable, lead-free, and flexible perovskite memristors by e-beam evaporation of hot-pressed zero-dimensional (0D) Cs3Bi2I9 pellets. These memristors exhibit reproducible bipolar resistive switching with low operating voltages of −0.18 V and 0.26 V, an excellent ON/OFF ratio (>105), and high endurance (>104 cycles). They were air-stable for more than 30d and were repeatedly tested under high humidity (>80%) atmospheric conditions without encapsulation. The resistive switching in these devices persists even under applied mechanical stress up to a bending radius of 5 mm. A 4 × 4 crossbar array of these Cs3Bi2I9 memristors has been fabricated, which gave a device yield of 81%. Furthermore, their potential for use as artificial synapses has been demonstrated by obtaining critical neuromorphic characteristics such as spike duration dependent plasticity, paired pulse facilitation, and long-term plasticity. This work also shows that 0D Cs3Bi2I9 memristors have the potential to mimic biological synaptic functions of learning and forgetting, which may be useful in realizing flexible and low-power neuromorphic circuits in the near future.
Title: Artificial synapse using flexible and air-stable Cs3Bi2I9 perovskite memristors
Description:
Abstract
Von Neumann bottleneck necessitates the creation of dedicated processors for neuromorphic artificial intelligence tasks such as in-memory computing, where memristors are formulated as synapses.
Perovskites are great candidates for memristors owing to their mixed ionic–electronic conduction and their compatibility with cost-effective processing techniques.
In this work, we have fabricated a highly stable, lead-free, and flexible perovskite memristors by e-beam evaporation of hot-pressed zero-dimensional (0D) Cs3Bi2I9 pellets.
These memristors exhibit reproducible bipolar resistive switching with low operating voltages of −0.
18 V and 0.
26 V, an excellent ON/OFF ratio (>105), and high endurance (>104 cycles).
They were air-stable for more than 30d and were repeatedly tested under high humidity (>80%) atmospheric conditions without encapsulation.
The resistive switching in these devices persists even under applied mechanical stress up to a bending radius of 5 mm.
A 4 × 4 crossbar array of these Cs3Bi2I9 memristors has been fabricated, which gave a device yield of 81%.
Furthermore, their potential for use as artificial synapses has been demonstrated by obtaining critical neuromorphic characteristics such as spike duration dependent plasticity, paired pulse facilitation, and long-term plasticity.
This work also shows that 0D Cs3Bi2I9 memristors have the potential to mimic biological synaptic functions of learning and forgetting, which may be useful in realizing flexible and low-power neuromorphic circuits in the near future.
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