The effect of temperature on artificial neurons?
Best insight from top research papers
An increase in temperature can reduce the threshold voltage and reset voltage of artificial neurons, improve the probability of neuronal firing, and promote the transformation of neurons from nonvolatile to volatile . Additionally, higher temperatures can make the window of I-V behavior in volatile memristors more stochastic and prone to failure . Temperature also affects the performance of artificial neurons by causing small transient suppression and excitation of neurons during temperature changes . Furthermore, varying temperature offers an efficient control of memristor states and charge transport in diffusive memristors, allowing for the resetting of memristor states and changing the residual time the memristor stays in high and low resistive states . Overall, temperature plays a crucial role in regulating the performance and behavior of artificial neurons and memristive devices.
Answers from top 5 papers
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| Papers (5) | Insight |
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1 Citations | An increase in temperature reduces the threshold voltage and reset voltage of artificial neurons, improves the probability of neuronal firing, and promotes the transformation of neurons from nonvolatile to volatile. |
30 Jun 2022 | The paper discusses the effect of temperature on the electrical characteristics of NbOx volatile memristors, which are artificial neuron core materials. It does not directly discuss the effect of temperature on artificial neurons themselves. |
1 Citations | An increase in temperature reduces the threshold voltage and reset voltage of artificial neurons, improves the probability of neuronal firing, and promotes the transformation of neurons from nonvolatile to volatile. |
03 Apr 2022 | The paper discusses the effect of temperature on neurons and states that small temperature changes can cause transient suppression and excitation of neurons. |
11 Feb 2022 | The paper discusses the effect of temperature on memristor states and charge transport, but it does not specifically mention the effect of temperature on artificial neurons. |
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