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20232026
most citedDeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

8 citations · 11 across the 6 of their papers we have counts for

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cs.AR2026

Compute-in-Memory Attention: A Time-Domain Analog Softmax Circuit with RC-Tunable Temperature

Ankur Singh, Ashish Gautam, Shruti R. Kulkarni +1

Softmax is a key operation in Transformer attention, but its exponentiation and normalization add significant overhead in compute-in-memory (CIM) accelerators, especially when anal…