TL;DR version
Shunyata which is Buddhist philosopher Nagarjuna's "emptiness of emptiness" in his Madhyamaka philosophy is completely incompatible with the concept of Brahman in Hinduism.
I take here the concept of Brahman in Advaita, since Nirguna Brahman, the Supreme God in Advaita, is formless and without qualities, may be considered a "void" as in void of qualities but this void is different from shunyata, which is a void of substance.
So, while some Hindus may have interpreted both voids to mean the same void, but from a detailed philosophical analysis, we find that void of qualities and void of substance don't mean the same thing.
This is supported by Banaras Hindu University Professor T. R. V. Murti's statement (quoted below) in this book chapter: Murti T.R.V. (1973) Saṁvṛti and Paramārtha in Mādhyamika and Advaita Vedānta. In: Sprung M. (eds) The Problem of Two Truths in Buddhism and Vedānta. Springer, Dordrecht
It has been the fashion to consider that the differences between the
Madhyamika śūnyatā and Brahman are rather superficial and even verbal,
and that the two systems of philosophy are almost identical. At least
Professor Radhakrishnan thinks so, and Stcherbatsky's and Dasgupta's
views are not very different. I hold a contrary view altogether: that
in spite of superficial similarities in form and terminology, the
differences between them are deep and pervasive.
Long version
Concept of Brahman in Advaita
We can see this from Adi Shankaracharya's own compositions:
ब्रह्म सत्यं जगन्मिथ्या जीवो ब्रह्मैव नापरः
brahma satyam jaganmithyA jIvo brahmaiva nAparah
Brahman is real, the universe is an illusion. The jiva is Brahman
itself and not different. (Brahmajnanavalimala 20)
This Atman is a self-cognised entity because It is cognised by Itself.
Hence the individual soul is itself and directly the Supreme Brahman,
and nothing else. (Vivekachudamani 216)
There exists no other material cause of this phenomenal universe
except Brahman. Hence this whole universe is but Brahman and nothing
else. (Aparokshanubhuti 45)
The pot, wall, etc., are all nothing but clay. Likewise, the entire
universe is nothing but Brahman. (Brahmajnanavalimala 19)
Brahman is Existence, Knowledge, Infinity, pure, supreme,
self-existent, eternal and indivisible Bliss, not different (in
reality) from the individual soul, and devoid of interior or exterior.
It is (ever) triumphant. It is this Supreme Oneness which alone is
real, since there is nothing else but the Self. Verily, there remains
no other independent entity in the state of realisation of the highest
Truth. All this universe which through ignorance appears as of
diverse forms, is nothing else but Brahman which is absolutely free
from all the limitations of human thought. A jar, though a
modification of clay, is not different from it; everywhere the jar is
essentially the same as the clay. Why then call it a jar ? It is
fictitious, a fancied name merely. None can demonstrate that the
essence of a jar is something other than the clay (of which it is
made). Hence the jar is merely imagined (as separate) through
delusion, and the component clay alone is the abiding reality in
respect of it. Similarly, the whole universe, being the effect of
the real Brahman, is in reality nothing but Brahman. Its essence is
That, and it does not exist apart from It. He who says it does is
still under delusion - he babbles like one asleep. This universe is
verily Brahman - such is the august pronouncement of the Atharva Veda.
Therefore this universe is nothing but Brahman, for that which is
superimposed (on something) has no separate existence from its
substratum. (Vivekachudamani 225-231)
Therefore the universe does not exist apart from the Supreme Self; and
the perception of its separateness is false like the qualities (of
blueness etc., in the sky). Has a superimposed attribute any meaning
apart from its substratum? It is the substratum which appears like
that through delusion. (Vivekachudamani 235)
Becoming thyself the self-effulgent Brahman, the substratum of all
phenomena - as that Reality give up both the macrocosm and the
microcosm, like two filthy receptacles. (Vivekachudamani 289)
The above quotes clearly show the teaching of eternalism.
Brahman is eternal, infinite, self-existent and transcendental absolute reality. Brahman is the substratum or foundation of the universe. Brahman is the material cause of the universe. Brahman is the only thing that is permanent and ultimately real, while the universe is ultimately an illusion.
The individual soul, which is a self-cognized entity, is ultimately the same as Brahman.
While Brahman is without qualities, it appears as the universe and individuals with qualities, through delusion.
This summarizes the nature of reality according to Advaita Vedanta.
Emptiness according to Nagarjuna's Madhyamaka
While the Buddha stopped at describing the "middle way" and emptiness with respect to the nature of the self, Nagarjuna expanded these concepts to cover the nature of the universe and all reality. He did this in his magnum opus, the Mūlamadhyamakakārikā, whose name itself means "Fundamental Verses on the Middle Way". Nagarjuna did not contradict the Buddha's teachings, but rather, expanded it.
The Wikipedia article on Madhyamaka (which contains its own citations) summarized Nagarjuna's teachings very well:
Central to Madhyamaka philosophy is śūnyatā, "emptiness." The term
refers to the "emptiness" of inherent existence: all phenomena are
empty of "substance" or "essence" (Sanskrit: svabhāva) or inherent
existence, because they are dependently co-arisen. At a conventional
level, "things" do exist, but ultimately they are "empty" of inherent
existence. But this "emptiness" itself is also "empty": it does not
have an existence on its own, nor does it refer to a transcendental
reality beyond or above phenomenal reality.
Nagarjuna's critique of the notion of own-nature (svabhāva) argues
that anything which arises according to conditions, as all phenomena
do, can have no inherent nature, for what is depends on what
conditions it. Moreover, if there is nothing with own-nature, there
can be nothing with 'other-nature' (para-bhāva), i.e. something which
is dependent for its existence and nature on something else which has
own-nature. Furthermore, if there is neither own-nature nor
other-nature, there cannot be anything with a true, substantial
existent nature (bhāva). If there is no true existent, then there can
be no non-existent (abhāva).
Rather than the annihilationism that nothing exists or the eternalism that something exists eternally, Nagarjuna taught the "middle way" that all phenomena is empty of its own "inherent existence" or "substance" or "essence" (what he called svabhāva).
If nothing has inherent substance, then nothing can depend on something else for substance, so there is no other inherent substance (para-bhāva).
Nagarjuna's unique philosophy however, is that even this emptiness is empty i.e. this emptiness does not have its own inherent substance. This means that there is no transcendental reality beyond phenomenal reality. This is what is implied by ultimate reality not being absolute reality.
A very nice and simplified explanation of the Madhyamaka emptiness can be found in Zen master Thich Nhat Hanh's writing, "The Fullness of Emptiness".
Comparing Advaita's Brahman and Madhyamaka's Shunyata
Comparing what Adi Shankaracharya taught and what Nagarjuna taught, we come to see very clearly that both are not the same and in fact, completely incompatible:
- Shankara said Brahman is eternal and absolute. Meanwhile, Nagarjuna said nothing is eternal and absolute.
- Shankara's Brahman (clay analogy) implies that it is the only thing that has a true inherent substance (what Nagarjuna called svabhāva). Meanwhile, Nagarjuna says nothing has inherent substance.
- Shankara's Brahman is the material cause (again, clay analogy) of the universe. Meanwhile, Nagarjuna's emptiness is not a material cause for anything including itself.
- Shankara said that the universe depends on Brahman as its substratum (what Nagarjuna called para-bhāva). Meanwhile, Nagarjuna said there is no other inherent substance (para-bhāva) i.e. no substratum for anything else.
- Shankara's Brahman is the Ultimate Reality that is the Transcendental Absolute Reality. Meanwhile, Nagarjuna's Ultimate Reality is an "emptiness of emptiness" that is devoid of transcendental or absolute reality.
What is common between Advaita and Madhyamaka is that both proclaim the non-dualism between the Ultimate Reality and the phenomenal reality. However, Advaita's Ultimate Reality is a Transcendental Absolute Reality, while Madhyamaka's Ultimate Reality is the "emptiness of emptiness" that is devoid of any transcendental or absolute reality.
My conclusion is that Adi Shankaracharya's Nirguna Brahman and Madhyamaka's "emptiness of emptiness" (shunyata) are not the same and in fact, completely incompatible.